DZIEŃ PROGRAMISTY 2026 [Rabaty do -96%]
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Transforming data into actionable insights using Python KEY FEATURES Gain a comprehensive understanding of data visualization and exploratory data analysis (EDA) using Python. Discover valuable insights and patterns in data through visual analysis. Master the art of effectively communicating complex concepts by creating compelling and impactfu-
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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Learn how to create stunning user interfaces using the tkinter Python library KEY FEATURES Explore the art of presenting information effectively using display widgets like labels, text boxes, images, and buttons. Delve into advanced topics like working with images, canvas drawing, database interactions, and handling multiple windows. Develop t
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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A step-by-step guide to building web applications with the MEAN stack KEY FEATURES Gain a comprehensive understanding of full stack development and the MEAN stack. Implement automated testing using Supertest and JEST for reliable and efficient code testing. Understand the importance of deployment with containers. DESCRIPTION The MEAN stack,
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying information. How do you cr
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(254,15 zł najniższa cena z 30 dni)
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Decision intelligence (DI) has been widely named as a top technology trend for several years, and Gartner reports that more than a third of large organizations are adopting it. Some even say that DI is the next step in the evolution of AI. Many software vendors offer DI solutions today, as they help organizations implement their evidence-based or d
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(186,15 zł najniższa cena z 30 dni)
29.90 zł
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A step-by-step journey into full-stack iOS development with Swift and Vapor KEY FEATURES Learn how to leverage Vapor to build robust backend systems for your iOS applications. Seamlessly integrate frontend and backend components in your full-stack iOS application. Learn to configure servers and successfully launch your app in a live environmen
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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Turn your R code into packages that others can easily install and use. With this fully updated edition, developers and data scientists will learn how to bundle reusable R functions, sample data, and documentation together by applying the package development philosophy used by the team that maintains the "tidyverse" suite of packages. In the process
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(186,15 zł najniższa cena z 30 dni)
29.90 zł
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Learn how to deploy complex machine learning models on single board computers, mobile phones, and microcontrollers KEY FEATURES Gain a comprehensive understanding of TinyML's core concepts. Learn how to design your own TinyML applications from the ground up. Explore cutting-edge models, hardware, and software platforms for developing TinyML.
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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Use R to turn data into insight, knowledge, and understanding. With this practical book, aspiring data scientists will learn how to do data science with R and RStudio, along with the tidyverse—a collection of R packages designed to work together to make data science fast, fluent, and fun. Even if you have no programming experience, this updat
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(228,65 zł najniższa cena z 30 dni)
29.90 zł
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Unlock a world of job opportunities and accelerate your career growth by mastering MongoDB KEY FEATURES Master the fundamental principles of Schema Design, Querying, and Database Administration. Explore advanced topics, including Aggregation, Replication, and Sharding. Develop a fully functional application utilizing MongoDB Cloud Services. D
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(71,91 zł najniższa cena z 30 dni)
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A comprehensive guide to SQL and NoSQL interview questions for software professionals KEY FEATURES Get familiar with different concepts and queries in SQL. Comprehensive coverage of different types of NoSQL databases. Understand the performance tuning strategies and best practices for NoSQL databases. DESCRIPTION In every software-based job
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(71,91 zł najniższa cena z 30 dni)
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In the modern symphony of business, each section-from the technical to the managerial-must play in harmony. Authors Ron Itelman and Juan Cruz Viotti introduce a bold methodology to synchronize your business and technical teams, transforming them into a single, high-performing unit. Misalignment between business and technical teams halts innovation.
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(186,15 zł najniższa cena z 30 dni)
29.90 zł
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Improve your daily work efficiency and productivity using Microsoft Excel KEY FEATURES Get familiar with some of the most useful basic and advanced features in Excel. Discover important Excel functions that can quickly and easily perform calculations and analysis. Get tips and tricks to become an expert in spreadsheets. DESCRIPTION Microsof
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(71,91 zł najniższa cena z 30 dni)
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Over the past 10 years, data analytics and data visualization have become essential components of an enterprise information strategy. And yet, the adoption of data analytics has remained remarkably static, reaching no more than 30% of potential users. This book explores the most important techniques for taking that adoption further: embedding analy
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(169,14 zł najniższa cena z 30 dni)
29.90 zł
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Data lakes and warehouses have become increasingly fragile, costly, and difficult to maintain as data gets bigger and moves faster. Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overview of data mesh patterns for streaming and real-tim
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(186,15 zł najniższa cena z 30 dni)
29.90 zł
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A guide to understand the basics of machine learning and its application in the field of education KEY FEATURES Create a more efficient and effective learning environment that meets the needs of all students. Learn how to use the profound Machine learning advancements in the field of education. Understand how students can use machine learning
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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As legacy and other critical systems continue to migrate online, the need for continuous operation is imperative. Code has to handle data issues as well as hard external problems today, including outages of networks, storage systems, power, and ancillary systems. This practical guide provides system administrators, DevSecOps engineers, and cloud ar
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(228,65 zł najniższa cena z 30 dni)
29.90 zł
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A comprehensive guide to Deep Learning for Beginners KEY FEATURES Learn how to design your own neural network efficiently. Learn how to build and train Recurrent Neural Networks (RNNs). Understand how encoding and decoding work in Deep Neural Networks. DESCRIPTION Deep Learning has become increasingly important due to the growing need to pro
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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A practical guide that will help you leverage Power BI to extract valuable and meaningful insights from your data KEY FEATURES Learn how to transform, shape, and model your data in Power BI. Create rich, interactive and stunning reports using Power BI. Understand what recruiters are looking for and how to get started with a career in business
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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Between major privacy regulations like the GDPR and CCPA and expensive and notorious data breaches, there has never been so much pressure to ensure data privacy. Unfortunately, integrating privacy into data systems is still complicated. This essential guide will give you a fundamental understanding of modern privacy building blocks, like differenti
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(186,15 zł najniższa cena z 30 dni)
29.90 zł
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The past decade has witnessed the broad adoption of artificial intelligence and machine learning (AI/ML) technologies. However, a lack of oversight in their widespread implementation has resulted in some incidents and harmful outcomes that could have been avoided with proper risk management. Before we can realize AI/ML's true benefit, practitioners
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(228,65 zł najniższa cena z 30 dni)
29.90 zł
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A step-by-step guide that will teach you how to deploy TinyML on microcontrollers KEY FEATURES Deploy machine learning models on edge devices with ease. Leverage pre-built AI models and deploy them without writing any code. Create smart and efficient IoT solutions with TinyML. DESCRIPTION TinyML, or Tiny Machine Learning, is used to enable m
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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Everything you need to know about using Excel for finance and accounting functions KEY FEATURES Learn how to create financial models in Excel. Explore ways to use Excel functions and formulas for financial calculations. Implement advanced Excel techniques for finance and accounting tasks. DESCRIPTION Excel is a widely-used tool in finance an
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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A hands-on guide that will help you to write clean and efficient code in Python KEY FEATURES Get familiar with the core and advanced Python concepts. Work with the most used Data Science libraries in Python. Take the first step towards your coding goals with Python for Everyone. DESCRIPTION Python is one of the most popular programming langu
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(71,91 zł najniższa cena z 30 dni)
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A multifaceted approach to develop an understanding of AI and its potential applications KEY FEATURES AI-informed focuses on AI foundation, applications, and methodologies. AI-inquired focuses on computational thinking and bias awareness. AI-innovate focuses on creative and critical thinking and the Capstone project. DESCRIPTION AI is a dis
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(71,91 zł najniższa cena z 30 dni)
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Learn how to use AutoML to leverage Machine Learning for solving business problems KEY FEATURES Get familiar with the common machine learning problems and understand how to solve them. Understand the importance of different types of data and how to work with them effectively. Learn how to use machine learning and AutoML tools to solve real-wor
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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A one-stop guide to teach chemists how to use Python for coding and iterations in a hands-on and practical manner KEY FEATURES Understand the core Python functions and algorithms for the computation of chemical parameters. Learn how to use Cheminformatics modules to process and analyze elemental data and molecular structures. Get familiar with
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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A complete guide that will help you get familiar with Machine Learning models, algorithms, and optimization techniques KEY FEATURES Understand the core concepts and algorithms of Machine Learning. Get started with your Machine Learning career with this easy-to-understand guide. Discover different Machine Learning use cases across different dom
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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Learn how to build end-to-end scalable machine learning solutions with Apache Spark. With this practical guide, author Adi Polak introduces data and ML practitioners to creative solutions that supersede today's traditional methods. You'll learn a more holistic approach that takes you beyond specific requirements and organizational goals--allowing d
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(228,65 zł najniższa cena z 30 dni)
29.90 zł
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A practical guide that will help you build AI and ML solutions faster with fewer efforts and no programming knowledge KEY FEATURES Start your journey to become an AI expert today. Learn how to build AI solutions to solve complex problems in your organization. Get familiar with different No-code AI tools and platforms. DESCRIPTION No-Code Ar
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(71,91 zł najniższa cena z 30 dni)
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This is a practical workbook that analyzes past Kaggle competitions in hopes of helping readers understand the best practices on how to approach future challenges. With the help of this workbook, readers will experience the case studies as if they themselves were part of the competitions and gain hands-on experience on how to approach their first K
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(80,91 zł najniższa cena z 30 dni)
39.90 zł
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Combing the web is simple, but how do you search for data at work? It's difficult and time-consuming, and can sometimes seem impossible. This book introduces a practical solution: the data catalog. Data analysts, data scientists, and data engineers will learn how to create true data discovery in their organizations, making the catalog a key enabler
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(186,15 zł najniższa cena z 30 dni)
29.90 zł
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Bring elasticity and innovation to Machine Learning and AI operations KEY FEATURES Coverage includes a wide range of AWS AI and ML services to help you speedily get fully operational with ML. Packed with real-world examples, practical guides, and expert data science methods for improving AI/ML education on AWS. Includes ready-made, purpose-bui
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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Get started with Ray, the open source distributed computing framework that simplifies the process of scaling compute-intensive Python workloads. With this practical book, Python programmers, data engineers, and data scientists will learn how to leverage Ray locally and spin up compute clusters. You'll be able to use Ray to structure and run machine
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(186,15 zł najniższa cena z 30 dni)
29.90 zł
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Explore different web mining techniques to discover patterns, structures, and information from the web KEY FEATURES A complete overview of the basic and advanced concepts of Web mining. Work with easy-to-use open-source Python libraries for Web mining. Get familiar with the various beneficial areas and applications of Web mining. DESCRIPTION
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(71,91 zł najniższa cena z 30 dni)
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Explore the Essential Concepts, Tools, and Services in GCP KEY FEATURES Build a solid foundation of the Google Cloud Platform. Work with different AI and Machine Learning services offered by Google Cloud. Learn how to use Google cloud services to build scalable apps. DESCRIPTION Google Cloud platform has a suite of cloud computing services f
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target--from ultra-low pow
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(228,65 zł najniższa cena z 30 dni)
29.90 zł
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With the accelerating speed of business and the increasing dependence on technology, companies today are significantly changing the way they build in-house business solutions. Many now use low-code and no code technologies to help them deal with specific issues, but that's just the beginning. With this practical guide, power users and developers wi
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(228,65 zł najniższa cena z 30 dni)
29.90 zł
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Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory.Engineers, data s
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(228,65 zł najniższa cena z 30 dni)
29.90 zł
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With the increasing use of AI in high-stakes domains such as medicine, law, and defense, organizations spend a lot of time and money to make ML models trustworthy. Many books on the subject offer deep dives into theories and concepts. This guide provides a practical starting point to help development teams produce models that are secure, more robus
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(228,65 zł najniższa cena z 30 dni)
29.90 zł
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More organizations than ever understand the importance of data lake architectures for deriving value from their data. Building a robust, scalable, and performant data lake remains a complex proposition, however, with a buffet of tools and options that need to work together to provide a seamless end-to-end pipeline from data to insights.This book pr
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A step-by-step guide to get started with Machine Learning KEY FEATURES Understand different types of Machine Learning like Supervised, Unsupervised, Semi-supervised, and Reinforcement learning. Learn how to implement Machine Learning algorithms effectively and efficiently. Get familiar with the various libraries & tools for Machine Learning.
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(71,91 zł najniższa cena z 30 dni)
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How do you turn raw, unprocessed, or malformed data into dynamic, interactive web visualizations? In this practical book, author Kyran Dale shows data scientists and analysts--as well as Python and JavaScript developers--how to create the ideal toolchain for the job. By providing engaging examples and stressing hard-earned best practices, this guid
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(186,15 zł najniższa cena z 30 dni)
29.90 zł
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Python is a first-class tool for many researchers, primarily because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the new edition of Python Data Science Handbook do you get them all--IPython, NumPy, pandas, Matplotlib, scikit-learn,
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Unlock the Potential of Data Science and Machine Learning to Your Business and Organization KEY FEATURES Includes today's most popular applications powered by data science and machine learning technology. A solid primer on the entire data science lifecycle, detailed with examples. An integrated approach to demonstrating the use of Image Proces
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(71,91 zł najniższa cena z 30 dni)
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Understanding data is a powerful skill. This book will help you build a sound understanding of data literacy basics and build your confidence to work with data every day. Guided by best practices and real-world examples, you'll master the skills to make smarter decisions with data, fast.
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How to Make Web Visualizations with D3js KEY FEATURES Includes narrative tools to master data visualization methods, charts, templates, and D3. Essential strategies for creating intelligent visualizations and modern graphs beyond simple lines, bars, and pie charts. Provides the opportunity for readers to create the graphs that are best suited
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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Capsulated knowledge on SQL for Data Professionals KEY FEATURES A fantastic crash course on learning SQL for database programming and querying. Numerous examples and use cases on every aspect of SQL and developer jobs. Complex queries, performance tweaking, and database design patterns are all included. DESCRIPTION This book provides lucid e
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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Data has become the most powerful tool in business today, and telling its story effectively is critical. Yet one of the best communicators—color—is the most neglected tool in data visualization. With this book, DATAcated founder Kate Strachnyi provides the ultimate guide to the correct use of color for representing data in graphs, chart
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(84,92 zł najniższa cena z 30 dni)
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This practical guide bridges the gap between general cloud computing architecture in Microsoft Azure and scientific computing for bioinformatics and genomics. You'll get a solid understanding of the architecture patterns and services that are offered in Azure and how they might be used in your bioinformatics practice. You'll get code examples that
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29.90 zł
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While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. Instead, author Jeff Prosise helps engineers and software developers build an intuitive understanding of AI to solve business problems. Need to create a system to detect the sounds of illegal logging in the rainforest, analyze text for sentiment,
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(203,15 zł najniższa cena z 30 dni)
29.90 zł
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Learn Everything about Excel Charts, PivotTables, Dashboards and Master Analytic Techniques for Decision Making DESCRIPTION Excel's charts, graphs, and reports are beneficial, so it's time to use them to your advantage. Learn how to execute the most innovative analysis on your preferred data using PivotTables, PivotCharts, What-if-Analysis, descr
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Most intermediate-level machine learning books focus on how to optimize models by increasing accuracy or decreasing prediction error. But this approach often overlooks the importance of understanding why and how your ML model makes the predictions that it does.Explainability methods provide an essential toolkit for better understanding model behavi
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29.90 zł
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Data quality will either make you or break you in the financial services industry. Missing prices, wrong market values, trading violations, client performance restatements, and incorrect regulatory filings can all lead to harsh penalties, lost clients, and financial disaster. This practical guide provides data analysts, data scientists, and data pr
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(169,14 zł najniższa cena z 30 dni)
29.90 zł
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In spatial data science, things in closer proximity to one another likely have more in common than things that are farther apart. With this practical book, geospatial professionals, data scientists, business analysts, geographers, geologists, and others familiar with data analysis and visualization will learn the fundamentals of spatial data analys
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(203,15 zł najniższa cena z 30 dni)
29.90 zł
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Candlesticks have become a key component of platforms and charting programs for financial trading. With these charts, traders can learn underlying patterns for interpreting price action history and forecasts. This A-Z guide shows portfolio managers, quants, strategists, and analysts how to use Python to recognize, scan, trade, and back-test the pro
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29.90 zł
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Build data-driven business solutions with the Microsoft Power Platform KEY FEATURES Expert-led training to learn and create a wide range of custom business applications. Include Microsoft Power Automate in your workflow to streamline business procedures. Take advantage of Microsoft Power BI to uncover hidden business opportunities. DESCRIPTIO
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Perform fast interactive analytics against different data sources using the Trino high-performance distributed SQL query engine. In the second edition of this practical guide, you'll learn how to conduct analytics on data where it lives, whether it's a data lake using Hive, a modern lakehouse with Iceberg or Delta Lake, a different system like Cass
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(203,15 zł najniższa cena z 30 dni)
29.90 zł
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Microsoft Power BI is a data analytics and visualization tool powerful enough for the most demanding data scientists, but accessible enough for everyday use for anyone who needs to get more from data. The market has many books designed to train and equip professional data analysts to use Power BI, but few of them make this tool accessible to anyone
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(169,14 zł najniższa cena z 30 dni)
29.90 zł
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Prepare yourself for the digital transformation with the Microsoft Power Platform KEY FEATURES Learn using concrete examples, minimal theoretical coverage, and practical Power Platform illustrations. Explore the interactive understanding of the no-code concept and various Power Platform components for building intelligent systems. Learn to dev
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The power to build a successful career is at your fingertips with Excel 2021 DESCRIPTION Do you struggle with handling Excel data? Do you waste a lot of time figuring out which formulas and functions to use for your day-to-day office work? Even so, do you still want to become a master of Excel's most advanced features and techniques? This book
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(71,91 zł najniższa cena z 30 dni)
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If you want to work in any computational or technical field, you need to understand linear algebra. As the study of matrices and operations acting upon them, linear algebra is the mathematical basis of nearly all algorithms and analyses implemented in computers. But the way it's presented in decades-old textbooks is much different from how professi
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ebook
(228,65 zł najniższa cena z 30 dni)
29.90 zł
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Do your product dashboards look funky? Are your quarterly reports stale? Is the data set you're using broken or just plain wrong? These problems affect almost every team, yet they're usually addressed on an ad hoc basis and in a reactive manner. If you answered yes to these questions, this book is for you. Many data engineering teams today face the
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(169,14 zł najniższa cena z 30 dni)
29.90 zł
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An Absolute Beginners Guide to Learning Data Analysis Using Python, a Demanding Skill for Today KEY FEATURES Hands-on learning experience of Python's fundamentals. Covers various examples of how to code end-to-end data analysis with easy illustrations. An excellent starting point to begin your data analysis journey with Python programming. DE
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Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy,
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(203,15 zł najniższa cena z 30 dni)
29.90 zł
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Snowflake's ability to eliminate data silos and run workloads from a single platform creates opportunities to democratize data analytics, allowing users at all levels within an organization to make data-driven decisions. Whether you're an IT professional working in data warehousing or data science, a business analyst or technical manager, or an asp
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(228,65 zł najniższa cena z 30 dni)
29.90 zł
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Healthcare is the next frontier for data science. Using the latest in machine learning, deep learning, and natural language processing, you'll be able to solve healthcare's most pressing problems: reducing cost of care, ensuring patients get the best treatment, and increasing accessibility for the underserved. But first, you have to learn how to ac
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Guidance for successful installation of a wide range of IBM Software KEY FEATURES Precise and step-by-step guidance for installation and configuration of IBM DB2 Solutions. Specially Designed and Personalized for IT consultants and Systems and Solution Architects. Includes illustrations and simplified guidelines for data developers and analyst
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(71,91 zł najniższa cena z 30 dni)
35.90 zł
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For MySQL, the price of popularity comes with a flood of questions from users on how to solve specific data-related issues. That's where this cookbook comes in. When you need quick solutions or techniques, this handy resource provides scores of short, focused pieces of code, hundreds of worked-out examples, and clear, concise explanations for progr
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Explore the IoT with other emerging technologies like Artificial Intelligence, Machine Learning, Cloud Computing, and Blockchain Technology KEY FEATURES Learn from the basics of Internet of Everything, Industry 4.0, and Society 5.0. Check your knowledge with self-assessment questions and case studies. Supports the Government of India project D
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Employ analytics in relational databases to advance your career KEY FEATURES Use of multiple MariaDB datasets to gain hands-on experience with data analysis principles. Extensive examples take the reader through all levels of SQL skill, from novice to expert. Includes methods and techniques for doing complex database queries in MariaDB. DESCR
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Introducing Practical Smart Agents Development using Python, PyTorch, and TensorFlow KEY FEATURES Exposure to well-known RL techniques, including Monte-Carlo, Deep Q-Learning, Policy Gradient, and Actor-Critical. Hands-on experience with TensorFlow and PyTorch on Reinforcement Learning projects. Everything is concise, up-to-date, and visually
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Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience with modeling, this practical introduction shows data analysts, business analysts, and data scientists how the tidymodels framework offers a consistent, flexible approach for your work.RStudio enginee
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Enable data and AI workloads with absolute security and scalability KEY FEATURES Detailed, step-by-step instructions for every data professional starting a career with data engineering. Access to DevOps, Machine Learning, and Analytics wirthin a single unified platform. Includes design considerations and security best practices for efficient u
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In many systems, scalability becomes the primary driver as the user base grows. Attractive features and high utility breed success, which brings more requests to handle and more data to manage. But organizations reach a tipping point when design decisions that made sense under light loads suddenly become technical debt. This practical book covers d
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Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based mod
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Develop AI based real-world Applications KEY FEATURES Provides a practical understanding of AI, including its concepts, tools and techniques. Includes step-by-by-step instructions for implementing machine learning and deep learning algorithms and features. Complex datasets and examples are used to expose mathematical illustrative and pseudo-co
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Carry out real-world analytics to advance your career KEY FEATURES Learning the principles of data analysis with MySQL datasets in a practical manner. Extensive examples guide the reader through all stages of SQL proficiency, from complete newbie to master. Includes methods and methodologies for doing sophisticated MySQL database queries. DE
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Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn't learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book shows you how to combine the practicality of early
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Learning real-world analytics using SQL KEY FEATURES Hands-on approach to learning the fundamentals of data analysis Covers all levels of SQL expertise from novice to master with examples Includes techniques and approaches to query complex databases more effectively DESCRIPTION This book will take you on an interactive journey to master SQL
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The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems
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For programmers, analysts, and database administrators, this Nutshell guide is the essential reference for the SQL language used in today's most popular database products. This new fourth edition clearly documents SQL commands according to the latest ANSI/ISO standard and details how those commands are implemented in Microsoft SQL Server 2019 and O
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Use business intelligence to power corporate growth, increase efficiency, and improve corporate decision making. With this practical book featuring hands-on examples in Power BI with basic Python and R code, you'll explore the most relevant AI use cases for BI, including improved forecasting, automated classification, and AI-powered recommendations
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Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can synthesize artificial data using simulations to train traditional machine learni
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Elasticsearch 8.x Cookbook is your guide to mastering all the capabilities of Elasticsearch. The book includes numerous problem-solution-based recipes with the help of which you can easily implement Elasticsearch in your enterprise applications.
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Master the math needed to excel in data science, machine learning, and statistics. In this book author Thomas Nield guides you through areas like calculus, probability, linear algebra, and statistics and how they apply to techniques like linear regression, logistic regression, and neural networks. Along the way you'll also gain practical insights i
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A must-have book for HR professional to explore Excel based analytics KEY FEATURES Manage people effectively by exploring performance metrics, attrition and retention strategies. HR Analytics explained in an easy to follow and crisp methodology for HR aspirants. Practical examples and solutions with frameworks. Mark out career growth for res
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We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception to power our push toward creating self-driving vehicles, defeating human experts at a variety of difficult games including Go, and even generating essays with shockingly coherent prose. But deciphering these breakthroughs often takes a PhD in machine le
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This practical book provides a comprehensive overview of troubleshooting and performance tuning best practices for Microsoft SQL Server. Database engineers, including database developers and administrators, will learn how to identify performance issues, troubleshoot the system in a holistic fashion, and properly prioritize tuning efforts to attain
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Database and I: A unified view of the Database KEY FEATURES Explains database fundamentals by using examples from the actual world. Extensive hands-on practice demonstrating SQL topics using MySQL standards. All-inclusive coverage for systematic reading and self-study. DESCRIPTION The knowledge of Database Management Systems (DBMS) has becom
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With this hands-on guide, you'll explore essential MySQL topics and discover how easy it is to set up and run a MySQL database. Interactive exercises and challenging activities will help you to get hands-on experience in managing large databases with MySQL.
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Explore the cosmic secrets of Distributed Processing for Deep Learning applications. KEY FEATURES In-depth practical demonstration of ML/DL concepts using Distributed Framework. Covers graphical illustrations and visual explanations for ML/DL pipelines. Includes live codebase for each of NLP, computer vision and machine learning applications.
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Make data analysis fast, reliable, and clean with Python, Pandas and Matplotlib. Key Features A detailed walk-through of the Pandas library's features with multiple examples. Numerous graphical representations and reporting capabilities using popular Matplotlib. A high-level overview of extracting data from including files, databases, and the w
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Explore Azure AI Platform Key Features Easy-to-follow tutorial for getting started with the Azure AI platform. Integrated platform for developing, deploying, and managing AI apps. Includes real-world scenarios and use-cases to fully explore Azure AI Platform. Description Microsoft Azure AI A Beginner's Guide explains the fundamentals of Azure
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Take advantage of the power of cloud and the latest AI techniques. Whether you’re an experienced developer wanting to improve your app with AI-powered features or you want to make a business process smarter by getting AI to do some of the work, this book's got you covered. Authors Anand Raman, Chris Hoder, Simon Bisson, and Mary Branscombe sh
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Apache Spark's speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge of this cluster-computing framework a required skill for data engineers and data scientists. With this hands-on guide, anyone looking for an introduction to Spark will learn practical algorithms and examples using PySpark.In each chapter,
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Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP.Throughout this updated second edition, you'll work thr
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Make use of the most advanced machine learning techniques to perform NLP and feature extraction Key Features Learn about pre-trained models, deep learning, and transfer learning for NLP applications. All-in-one knowledge guide for feature engineering, NLP models, and pre-processing techniques. Includes use cases, enterprise deployments, and a r
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Work with TensorFlow and Keras for real performance of deep learning Key Features Combines theory and implementation with in-detail use-cases. Coverage on both, TensorFlow 1.x and 2.x with elaborated concepts. Exposure to Distributed Training, GANs and Reinforcement Learning. Description Mastering TensorFlow 2.x is a must to read and practice
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A beginners guide to learn ROS, robotics platform, and practice building robotics system Key Features A step-by-step guide covering the robot's design, assembly, navigation and control. Numerous techniques, ROS packages, object detection and image processing concepts included. Practical exercises and sample codes to robotics design, simulation,
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Build Power BI Models Efficiently and Effectively Key Features Extensive examples illustrating Power BI and data modeling concepts. Includes graphical images and explanations of using Power BI. Numerous hands-on practical examples are teaching best practices in predictive modeling. Description Creating data models has never been straightforwar
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Filled with sample case study, exercises, commonly faced issues/solutions, and important interview questions, this book is surely going to help developers to expand their skills in JPA. KEY FEATURES Covers every JPA capability with detailed examples. Explanation of popular JPA providers in detail as well as sample JPA code. Includes solutions
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Implementing ML pipelines using MLOps Key Features In-depth knowledge of MLOps, including recommendations for tools and processes. Includes only open-source cloud-agnostic tools for demonstrating MLOps. Covers end-to-end examples of implementing the whole process on Google Cloud Platform. Description This book will provide you with an in-depth
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Analyzing business data points with greater precision, efficiency, and speed Key Features Exposure to work on large datasets, data mining techniques, and SAS built-in functions. Exciting examples and a step-by-step guide to the entire field of business analytics. Additional support of sophisticated SQL queries and the creation of strong visuali
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A Practising Guide to TensorFlow and Deep Learning Key Features Equipped with a necessary introduction to Deep Learning and AI. Includes demos and templates to give your projects a good start. Find more on the most important facets of AI, image, and speech recognition. Description This book begins with the configuration of an Anaconda developm
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Plan, build, deploy, and monitor data solutions on Azure KEY FEATURES Work with PostgreSQL, MySQL, and CosmosDB databases on Microsoft Azure. Work with whole data architecture, leverage Azure Storage, Azure Synapse, and Azure Data Lake. Data integration strategies with Azure Data Factory and Data Bricks. DESCRIPTION 'Hands-On Azure Data Plat
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Build machine learning models and train them to make Android applications much smarter. Key Features Learn by doing, training, and evaluating your own machine learning models. Includes pre-trained TensorFlow models for image processing. Explains practical use cases of artificial intelligence in Android. Description This book features technique
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Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, inc
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A Complete Data Analytics Guide for Learners and Professionals. Key Features Learn Big Data, Hadoop Architecture, HBase, Hive and NoSQL Database. Dive into Machine Learning, its tools, and applications. Coverage of applications of Big Data, Data Analysis, and Business Intelligence. Description These days critical problem solving related to dat
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Best learning Scroll for Python Key Features 16 chapters covering basic (loops) to advanced (NumPy) topics in Python. Focus on one topic per chapter to help learners understand topics in depth. Key points from Theory highlighted in each chapter for better retention. More than 1000 questions that give ample opportunity for practice. 7 Model te
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Covers Data Science concepts, processes, and the real-world hands-on use cases. Key Features Covers the journey from a basic programmer to an effective Data Science developer. Applied use of Data Science native processes like CRISP-DM and Microsoft TDSP. Implementation of MLOps using Microsoft Azure DevOps. Description "How is the Data Science
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Learn techniques of project scheduling using MS Excel and Solver. Key Features Covers methods to streamlining project completion and optimising budgets. Includes techniques for resolving business problems and optimising EVM. Examines project crashing strategies, linear programming solutions, and the Solver tool. Description This book assists p
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Financial risk management is quickly evolving with the help of artificial intelligence. With this practical book, developers, programmers, engineers, financial analysts, risk analysts, and quantitative and algorithmic analysts will examine Python-based machine learning and deep learning models for assessing financial risk. Building hands-on AI-base
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The world around us is full of data that holds unique insights and valuable stories, and this book will help you uncover them. Whether you already work with data or want to learn more about its possibilities, the examples and techniques in this practical book will help you more easily clean, evaluate, and analyze data so that you can generate meani
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You'll find several books on basic or advanced MySQL performance, but nothing in between. That's because explaining MySQL performance without addressing its complexity is difficult. This practical book bridges the gap by teaching software engineers mid-level MySQL knowledge beyond the fundamentals, but well shy of deep-level internals required by d
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Master Oracles AutoUpgrade tool effectively to upgrade Oracle databases from lower versions to 19c. KEY FEATURES In-depth practical demonstration of Oracle database upgrades with various real-time scenarios. Step-by-step illustration of each Oracle database upgrade and downgrade method. Fastest ever multiple Oracle databases upgrade. DESCRIPT
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Master the ML process, from pipeline development to model deployment in production. Key Features Prime focus on feature-engineering, model-exploration & optimization, dataops, ML pipeline, and scaling ML API. A step-by-step approach to cover every data science task with utmost efficiency and highest performance. Access to advanced data engineer
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rives next generation path with latest design techniques and methods in the fields of AI and Deep Learning Key Features Extensive examples of Machine Learning and Deep Learning principles. Includes graphical demonstrations and visual tutorials for various libraries, configurations, and settings. Numerous use cases with the code snippets and exa
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Advance your career as an SQL Server developer and DBA Key Features Cutting-edge coverage from community experts to learn T-SQL programming. Detailed explanation of concepts and techniques for easy understanding. Numerous practical demonstrations of T-SQL querying and programming applications. Description This book will teach you the fundament
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Create scalable, fault-tolerant, and reliable online analytical applications with a feature-rich DBMS designed for speed. Key Features Hands-on approach towards learning ClickHouse from basic to advanced level. Numerous examples demonstrating how to use ClickHouse for analytical tasks. Straightforward explanations for complex concepts on ClickH
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