{"title":"Alex Galea","description":null,"products":[{"product_id":"beginning-data-science-with-python-and-jupyter-book-alex-galea-9781789532029","title":"Beginning Data Science with Python and Jupyter","description":"Get to grips with the skills you need for entry-level data science in this hands-on Python and Jupyter course. You'll learn about some of the most commonly used libraries that are part of the Anaconda distribution, and then explore machine learning models with real datasets to give you the skills and exposure you need for the real world. 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In this two-part, hands-on book we'll show you how to apply your existing understanding of the Python language to this new and exciting field that's full of new opportunities (and high expectations)!","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52596227670289,"sku":"NLS9781789804744","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53152242532625,"sku":"NIN9781789804744","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781789804744.jpg?v=1761072455"},{"product_id":"applied-data-science-with-python-and-jupyter-book-alex-galea-9781789958171","title":"Applied Data Science with Python and Jupyter","description":"Become the master player of data exploration by creating reproducible data processing pipelines, visualizations, and prediction models for your applications.  Key Features  Get up and running with the Jupyter ecosystem and some example datasets Learn about key machine learning concepts such as SVM, KNN classifiers, and Random Forests Discover how you can use web scraping to gather and parse your own bespoke datasets  Book DescriptionGetting started with data science doesn't have to be an uphill battle. Applied Data Science with Python and Jupyter is a step-by-step guide ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction to these concepts. In this book, you'll learn every aspect of the standard data workflow process, including collecting, cleaning, investigating, visualizing, and modeling data. You'll start with the basics of Jupyter, which will be the backbone of the book. After familiarizing ourselves with its standard features, you'll look at an example of it in practice with our first analysis. In the next lesson, you dive right into predictive analytics, where multiple classification algorithms are implemented. Finally, the book ends by looking at data collection techniques. You'll see how web data can be acquired with scraping techniques and via APIs, and then briefly explore interactive visualizations.What you will learn  Get up and running with the Jupyter ecosystem Identify potential areas of investigation and perform exploratory data analysis Plan a machine learning classification strategy and train classification models Use validation curves and dimensionality reduction to tune and enhance your models Scrape tabular data from web pages and transform it into Pandas DataFrames Create interactive, web-friendly visualizations to clearly communicate your findings  Who this book is forApplied Data Science with Python and Jupyter is ideal for professionals with a variety of job descriptions across a large range of industries, given the rising popularity and accessibility of data science. You'll need some prior experience with Python, with any prior work with libraries such as Pandas, Matplotlib, and Pandas providing you a useful head start.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52655649423633,"sku":"NLS9781789958171","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53152336740625,"sku":"NIN9781789958171","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781789958171.jpg?v=1762221486"},{"product_id":"applied-data-science-workshop-book-alex-galea-9781800202504","title":"The Applied Data Science Workshop","description":"The Applied Data Science Workshop explores the key elements and interesting applications of data science techniques with the help of practical examples and interactive exercises. Following a hands-on approach, it allows you the freedom of analyzing data in the Jupyter Notebook effectively using many diverse open-source Python libraries.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52691346620689,"sku":"NLS9781800202504","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53084059336977,"sku":"NIN9781800202504","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781800202504.jpg?v=1762339585"}],"url":"https:\/\/www.worldofbooks.com\/collections\/author-books-by-alex-galea.oembed","provider":"World of Books ","version":"1.0","type":"link"}