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Showing 30 topical books
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Deep Learning with Python

by Francois Chollet

0.9629629629629629 8 / 189
Bestseller Score [?]
Ranked 8 out of 189 books in our database
0.9611111111111111 2 credentials
Author Score [?]
0.9576719576719577 46 comments
Audience Score [?]
0.9605820105820105
Pythonmeter [?]
In Deep Learning with Python, Second Edition you will learn: Deep learning from first principles Image classification and image segmentation Timeseries forecasting Text classi...
Published on : Dec. 21, 2021
Python version: TH
504 pages

Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

by Wes McKinney

0.9206349206349206 16 / 189
Bestseller Score [?]
Ranked 16 out of 189 books in our database
1.0 5 credentials
Author Score [?]
0.9523809523809524 35 comments
Audience Score [?]
0.9576719576719577
Pythonmeter [?]
Looking for complete instructions on manipulating, processing, cleaning, and crunching structured data in Python? The second edition of this hands-on guide—updated for Python 3.5 and Pandas 1.0—is ...
Published on : Oct. 20, 2017
Python version: TH
550 pages

Python Data Science Handbook: Essential Tools for Working with Data

by Jake VanderPlas

0.9259259259259259 15 / 189
Bestseller Score [?]
Ranked 15 out of 189 books in our database
0.9611111111111111 5 credentials
Author Score [?]
0.91005291005291 22 comments
Audience Score [?]
0.932363315696649
Pythonmeter [?]
The Python Data Science Handbook provides a reference to the breadth of computational and statistical methods that are central to data-intensive science, research, and discovery. People with a prog...
Published on : Dec. 10, 2016
Python version: TH
548 pages

Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python

by Peter Bruce

0.9682539682539683 7 / 189
Bestseller Score [?]
Ranked 7 out of 189 books in our database
0.9777777777777777 4 credentials
Author Score [?]
0.7671957671957672 6 comments
Audience Score [?]
0.9044091710758377
Pythonmeter [?]
Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspe...
Published on : June 2, 2020
Python version: TH
368 pages

Data Science from Scratch: First Principles with Python

by Joel Grus

0.8783068783068784 24 / 189
Bestseller Score [?]
Ranked 24 out of 189 books in our database
0.7916666666666667 2 credentials
Author Score [?]
0.9285714285714286 26 comments
Audience Score [?]
0.8661816578483247
Pythonmeter [?]
To really learn data science, you should not only master the tools—data science libraries, frameworks, modules, and toolkits—but also understand the ideas and principles underlying them. Updated fo...
Published on : May 16, 2019
Python version: TH
406 pages

Introduction to Machine Learning with Python: A Guide for Data Scientists

by Andreas C. Müller

0.8518518518518519 29 / 189
Bestseller Score [?]
Ranked 29 out of 189 books in our database
0.9611111111111111 2 credentials
Author Score [?]
0.7063492063492063 4 comments
Audience Score [?]
0.8397707231040563
Pythonmeter [?]
Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Pyth...
Published on : Oct. 21, 2016
Python version: BO
400 pages

Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2

by Sebastian Raschka

0.8571428571428571 28 / 189
Bestseller Score [?]
Ranked 28 out of 189 books in our database
0.8111111111111111 2 credentials
Author Score [?]
0.8465608465608466 15 comments
Audience Score [?]
0.8382716049382716
Pythonmeter [?]
Winner of the ACM Best of Computing award in 2016 and now in its third edition, this is one of the most popular books for Machine Learning. It covers everything under the sun - Classical Supervised...
Published on : Dec. 12, 2019
Python version: TH
770 pages

Grokking Algorithms: An illustrated guide for programmers and other curious people

by Aditya Bhargava

0.91005291005291 18 / 189
Bestseller Score [?]
Ranked 18 out of 189 books in our database
0.5916666666666667 1 credentials
Author Score [?]
0.9682539682539683 51 comments
Audience Score [?]
0.8233245149911816
Pythonmeter [?]
Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting an...
Published on : May 30, 2016
Python version: TW
256 pages

Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python, 2nd Edition

by Stefan Jansen

0.8677248677248677 26 / 189
Bestseller Score [?]
Ranked 26 out of 189 books in our database
0.7916666666666667 2 credentials
Author Score [?]
0.8042328042328042 8 comments
Audience Score [?]
0.8212081128747796
Pythonmeter [?]
This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by usin...
Published on : July 31, 2020
Python version: TH
820 pages

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

by Aurélien Géron

0.9894179894179893 3 / 189
Bestseller Score [?]
Ranked 3 out of 189 books in our database
0.5916666666666667 1 credentials
Author Score [?]
0.873015873015873 17 comments
Audience Score [?]
0.8180335097001764
Pythonmeter [?]
The second edition came out recently and immediately became a bestseller in its category. It is impressive in coverage. Classical supervised learning, unsupervised learning, deep learning (CNN, RNN...
Published on : Oct. 15, 2019
Python version: TH
856 pages

Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python

by Sebastian Raschka

0.9417989417989417 12 / 189
Bestseller Score [?]
Ranked 12 out of 189 books in our database
0.8111111111111111 2 credentials
Author Score [?]
0.582010582010582 2 comments
Audience Score [?]
0.7783068783068782
Pythonmeter [?]
Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep comin...
Published on : Feb. 25, 2022
Python version: TH
770 pages

Deep Learning for Coders with Fastai and PyTorch: AI Applications Without a PhD

by Jeremy Howard

0.8359788359788359 32 / 189
Bestseller Score [?]
Ranked 32 out of 189 books in our database
0.9833333333333333 10 credentials
Author Score [?]
0.4682539682539682 1 comments
Audience Score [?]
0.7625220458553792
Pythonmeter [?]
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive result...
Published on : Aug. 11, 2020
Python version: TH
624 pages

Python for DevOps: Learn Ruthlessly Effective Automation

by Noah Gift

0.7724867724867726 44 / 189
Bestseller Score [?]
Ranked 44 out of 189 books in our database
0.9916666666666667 8 credentials
Author Score [?]
0.4682539682539682 1 comments
Audience Score [?]
0.7441358024691359
Pythonmeter [?]
This DevOps bible, written by a highly credible author (PSF Fellow, Lecturer at UC Berkeley, worked at Disney, AT&T, Sony and ABC News Network) shows you how to use Python for everyday Linux system...
Published on : Dec. 31, 2019
Python version: TH
506 pages

Architecture Patterns with Python: Enabling Test-Driven Development, Domain-Driven Design, and Event-Driven Microservices

by Harry Percival

0.8412698412698413 31 / 189
Bestseller Score [?]
Ranked 31 out of 189 books in our database
0.5916666666666667 1 credentials
Author Score [?]
0.7671957671957672 6 comments
Audience Score [?]
0.7333774250440918
Pythonmeter [?]
As Python continues to grow in popularity, projects are becoming larger and more complex. Many Python developers are taking an interest in high-level software design patterns such as hexagonal/clea...
Published on : March 31, 2020
Python version: TH
304 pages

Flask Web Development: Developing Web Applications with Python

by Miguel Grinberg

0.7248677248677248 53 / 189
Bestseller Score [?]
Ranked 53 out of 189 books in our database
0.46388888888888885 3 credentials
Author Score [?]
0.917989417989418 24 comments
Audience Score [?]
0.7022486772486772
Pythonmeter [?]
Take full creative control of your web applications with Flask, the Python-based microframework. With the second edition of this hands-on book, you’ll learn Flask from the ground up by developing a...
Published on : March 25, 2018
Python version: TH
316 pages

Ethical Hacking: A Hands-on Introduction to Breaking In

by Daniel Graham

0.656084656084656 66 / 189
Bestseller Score [?]
Ranked 66 out of 189 books in our database
0.7333333333333333 3 credentials
Author Score [?]
0.7063492063492063 4 comments
Audience Score [?]
0.698589065255732
Pythonmeter [?]
You’ll begin with the basics: capturing a victim’s network traffic with an ARP spoofing attack and then viewing it in Wireshark. From there, you’ll deploy reverse shells that let you remotely run c...
Published on : Nov. 2, 2021
Python version: TH
376 pages

Think Stats: Exploratory Data Analysis

by Allen B. Downey

0.41798941798941797 111 / 189
Bestseller Score [?]
Ranked 111 out of 189 books in our database
0.8694444444444445 3 credentials
Author Score [?]
0.8042328042328042 8 comments
Audience Score [?]
0.6972222222222223
Pythonmeter [?]
If you know how to program, you have the skills to turn data into knowledge, using tools of probability and statistics. This concise introduction shows you how to perform statistical analysis compu...
Published on : Oct. 27, 2014
Python version: BO
226 pages
Available for free here

Deep Learning with PyTorch: Build, train, and tune neural networks using Python tools

by Eli Stevens

0.783068783068783 42 / 189
Bestseller Score [?]
Ranked 42 out of 189 books in our database
0.5916666666666667 1 credentials
Author Score [?]
0.6613756613756614 3 comments
Audience Score [?]
0.6787037037037037
Pythonmeter [?]
Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts t...
Published on : Aug. 4, 2020
Python version: TH
520 pages

Django 4 By Example: Build powerful and reliable Python web applications from scratch

by Antonio Mele

0.6931216931216931 59 / 189
Bestseller Score [?]
Ranked 59 out of 189 books in our database
0.5916666666666667 1 credentials
Author Score [?]
0.7380952380952381 5 comments
Audience Score [?]
0.674294532627866
Pythonmeter [?]
Django 4 By Example is the 4th edition of the best-selling franchise that helps you build web apps. This book will walk you through the creation of real-world applications, solving common problems,...
Published on : Aug. 29, 2022
Python version: TH
764 pages

Learning Deep Learning: Theory and Practice of Neural Networks, Computer Vision, Natural Language Processing, and Transformers Using TensorFlow

by Magnus Ekman

0.8201058201058201 35 / 189
Bestseller Score [?]
Ranked 35 out of 189 books in our database
0.5916666666666667 2 credentials
Author Score [?]
0.582010582010582 2 comments
Audience Score [?]
0.6645943562610229
Pythonmeter [?]
Deep learning (DL) is a key component of today's exciting advances in machine learning and artificial intelligence. Learning Deep Learning is a complete guide to DL. Illuminating both the core conc...
Published on : Aug. 17, 2021
Python version: TH
752 pages

Python for Finance: Mastering Data-Driven Finance

by Yves Hilpisch

0.6084656084656085 75 / 189
Bestseller Score [?]
Ranked 75 out of 189 books in our database
0.41111111111111115 1 credentials
Author Score [?]
0.8968253968253969 20 comments
Audience Score [?]
0.6388007054673722
Pythonmeter [?]
The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Update...
Published on : Dec. 31, 2018
Python version: TH
720 pages

Python for ArcGIS Pro: Automate cartography and data analysis using ArcPy, ArcGIS API for Python, Notebooks, and pandas

by Silas Toms

0.7037037037037037 57 / 189
Bestseller Score [?]
Ranked 57 out of 189 books in our database
0.7333333333333333 6 credentials
Author Score [?]
0.4682539682539682 1 comments
Audience Score [?]
0.6350970017636685
Pythonmeter [?]
Integrating Python into your day-to-day ArcGIS work is highly recommended when dealing with large amounts of geospatial data. Python for ArcGIS Pro aims to help you get your work done faster, with ...
Published on : April 29, 2022
Python version: TH
586 pages

Python for Excel: A Modern Environment for Automation and Data Analysis

by Felix Zumstein

0.7936507936507937 40 / 189
Bestseller Score [?]
Ranked 40 out of 189 books in our database
0.9 3 credentials
Author Score [?]
0.20105820105820105 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.6315696649029983
Pythonmeter [?]
While Excel remains ubiquitous in the business world, recent Microsoft feedback forums are full of requests to include Python as an Excel scripting language. In fact, it's the top feature requested...
Published on : March 30, 2021
Python version: TH
338 pages

Cracking Codes with Python: An Introduction to Building and Breaking Ciphers

by Al Sweigart

0.6031746031746031 76 / 189
Bestseller Score [?]
Ranked 76 out of 189 books in our database
0.46388888888888885 1 credentials
Author Score [?]
0.8227513227513228 9 comments
Audience Score [?]
0.6299382716049383
Pythonmeter [?]
Learn how to program in Python while making and breaking ciphers—algorithms used to create and send secret messages! After a crash course in Python programming basics, you’ll learn to make, test, a...
Published on : Jan. 23, 2018
Python version: TH
416 pages
Available for free here

Mastering Python Networking

by Eric Chou

0.5502645502645502 86 / 189
Bestseller Score [?]
Ranked 86 out of 189 books in our database
0.5916666666666667 3 credentials
Author Score [?]
0.7063492063492063 4 comments
Audience Score [?]
0.6160934744268077
Pythonmeter [?]
One of the best book on mastering networking in Python, written by an author who has worked as a network engineer in top companies. The third edition came out in January, 2020. This new edition is ...
Published on : Jan. 30, 2020
Python version: TH
576 pages

Dive Into Algorithms: A Pythonic Adventure for the Intrepid Beginner

by Bradford Tuckfield

0.6666666666666667 64 / 189
Bestseller Score [?]
Ranked 64 out of 189 books in our database
0.5916666666666667 4 credentials
Author Score [?]
0.582010582010582 2 comments
Audience Score [?]
0.6134479717813051
Pythonmeter [?]
Dive Into Algorithms is a wide-ranging, Pythonic tour of many of the world's most interesting algorithms. With little more than a bit of computer programming experience and basic high-school math, ...
Published on : Jan. 25, 2021
Python version: TH
248 pages

Machine Learning in Action

by Peter Harrington

0.6613756613756614 65 / 189
Bestseller Score [?]
Ranked 65 out of 189 books in our database
0.5916666666666667 1 credentials
Author Score [?]
0.582010582010582 2 comments
Audience Score [?]
0.61168430335097
Pythonmeter [?]
Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexibl...
Published on : April 19, 2012
Python version: TW
384 pages

Think Bayes: Bayesian Statistics in Python

by Allen B. Downey

0.30158730158730157 133 / 189
Bestseller Score [?]
Ranked 133 out of 189 books in our database
0.8694444444444445 3 credentials
Author Score [?]
0.6613756613756614 3 comments
Audience Score [?]
0.6108024691358025
Pythonmeter [?]
If you know how to program with Python and also know a little about probability, you’re ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Pyth...
Published on : Oct. 4, 2013
Python version: TW
214 pages
Available for free here

Deep Reinforcement Learning Hands-On

by Maxim Lapan

0.5132275132275133 93 / 189
Bestseller Score [?]
Ranked 93 out of 189 books in our database
0.5916666666666667 1 credentials
Author Score [?]
0.6613756613756614 3 comments
Audience Score [?]
0.5887566137566137
Pythonmeter [?]
Ever since 2014, Reinforcement Learning has taken the Machine Learning world by storm with successes like Atari DQN, AlphaGo and OpenAI Five. This book, now in its second edition, has practical Rei...
Published on : Jan. 31, 2020
Python version: TH
826 pages

Test-Driven Development with Python: Using Django, Selenium, and JavaScript

by Harry J. W. Percival

0.5661375661375662 83 / 189
Bestseller Score [?]
Ranked 83 out of 189 books in our database
0.5916666666666667 1 credentials
Author Score [?]
0.582010582010582 2 comments
Audience Score [?]
0.5799382716049383
Pythonmeter [?]
By taking you through the development of a real web application from beginning to end, the updated second edition of this hands-on guide demonstrates the practical advantages of test-driven develop...
Published on : Aug. 31, 2017
Python version: TH
624 pages
Available for free here