Backend>Learning Resources

Grokking Machine Learning (Manning)

ManningBooks

ManningBooks

Devtalk Sponsor

Grokking Machine Learning (Manning)

Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math. No specialist knowledge is required to tackle the hands-on exercises using Python and readily available machine learning tools. Packed with easy-to-follow Python-based exercises and mini-projects, this book sets you on the path to becoming a machine learning expert.

Luis G. Serrano

Grokking Machine Learning presents machine learning algorithms and techniques in a way that anyone can understand. This book skips the confused academic jargon and offers clear explanations that require only basic algebra.

As you go, you’ll build interesting projects with Python, including models for spam detection and image recognition. You’ll also pick up practical skills for cleaning and preparing data.

Don’t forget you can get 35% off with your Devtalk discount! Just use the coupon code “devtalk.com” at checkout :+1:

View thread on forum
#manning#published-book#machine-learning#database
4 1023 0

Where Next?

View thread on forum
manning
published-book
machine-learning
database
Home Backend>Learning Resources
#manning#published-book#machine-learning#database
4 1023 0
Last post

Popular Backend topics Top

PragmaticBookshelf
Backend>Learning Resources

Web Development with Clojure, Third Edition
Stop developing web apps with yesterday’s tools. Today, developers are increasingly adopting Clojure as a web-development platform. See f...
pragprog.com
#pragprog#web-development/clojure#published-book/book-web-development-with-clojure-third-edition
5 2094 1
New
PragmaticBookshelf
Backend>Learning Resources

Programming Phoenix 1.4
Don’t accept the compromise between fast and beautiful: you can have it all. Phoenix creator Chris McCord, Elixir creator José Valim, and...
pragprog.com
#pragprog/elixir/phoenix#published-book/book-programming-phoenix-1-4
16 2018 3
New
PragmaticBookshelf
Backend>Learning Resources

Functional Web Development with Elixir, OTP, and Phoenix
Elixir and OTP provide exceptional tools to build rock-solid back-end applications that scale. Build a web application in a radically dif...
pragprog.com
#pragprog#web-development/elixir#published-book/book-functional-web-development-with-elixir-otp-and-phoenix
3 1934 1
New
PragmaticBookshelf
Backend>Learning Resources

Data Science Essentials in Python
Go from messy, unstructured artifacts stored in SQL and NoSQL databases to a neat, well-organized dataset with this quick reference for t...
pragprog.com
#pragprog/python#published-book/book-data-science-essentials-in-python#data-science
2 1793 0
New
PragmaticBookshelf
Backend>Learning Resources

Programming Ruby (2nd edition)
Would you like to go from first idea to working code much, much faster? Do you currently spend more time satisfying the compiler instead ...
pragprog.com
#pragprog/ruby#published-book/book-programming-ruby-2nd-edition
2 1717 0
New
PragmaticBookshelf
Backend>Learning Resources

Exploring Graphs with Elixir
This hands-on book will quickly get you building, querying, and comparing graph data models using a robust, concurrent programming langua...
pragprog.com
#pragprog/elixir#published-book/book-exploring-graphs-with-elixir
34 3287 6
New
ManningBooks
Backend>Learning Resources

Rust in Action
Rust in Action introduces the Rust programming language by exploring numerous systems programming concepts and techniques. You'll be lear...
manning.com
#manning/rust#published-book#development#book-rust-in-action
71 2217 17
New
PragmaticBookshelf
Backend>Learning Resources

Functional Programming in Java, Second Edition
Learn and apply the powerful streams API and lambda expressions to create highly expressive, concise, and maintainable functional style c...
pragprog.com
#pragprog#web-development/java#published-book/book-functional-programming-in-java-second-edition
4 1797 0
New
PragmaticBookshelf
Backend>Learning Resources

Programming Ruby 3.2 (5th Edition)
Programming Ruby is the most complete book on Ruby, covering both the language itself and the standard library as well as commonly used t...
twitter.com
#pragprog/ruby/rails#published-book/book-programming-ruby-3-2-5th-edition
28 3190 13
New
PragmaticBookshelf
Backend>Learning Resources

Creating Software with Modern Diagramming Techniques
Communicate more clearly, refactor more effectively, and save time with attractive diagrams that only take minutes to make with open sour...
pragprog.com
#pragprog#published-book#diagrams/book-creating-software-with-modern-diagramming-techniques
6 1995 1
New

Other popular topics Top

DevotionGeo
Backend>Chat

What is the reason behind Rust’s web framework, Rocket, not performing as well as expected in the Techempower benchmarks?
I know that these benchmarks might not be the exact picture of real-world scenario, but still I expect a Rust web framework performing a ...
#web-frameworks/rust
36 6636 11
New
AstonJ
General Dev>Dev Chat

Which language or framework do you want to learn next?
Curious to know which languages and frameworks you’re all thinking about learning next :upside_down_face: Perhaps if there’s enough peop...
#community#learning
243 5922 95
New
First poster: bot
Backend>In The News

Bit – A modernized Git CLI written in Go
github.com
/go#git
1 5529 0
New
AstonJ
General Dev>Hardware

Poll: Which keyboard layout do you use?
poll poll Be sure to check out @Dusty’s article posted here: An Introduction to Alternative Keyboard Layouts It’s one of the best write-...
colemakmods.github.io
#polls/keyboards
10 5348 11
New
PragmaticBookshelf
Game Dev>Learning Resources

Hands-on Rust: Effective Learning through 2D Game Development and Play
Rust is an exciting new programming language combining the power of C with memory safety, fearless concurrency, and productivity boosters...
pragprog.com
#pragprog/rust#published-book/book-hands-on-rust
116 8174 31
New
PragmaticBookshelf
Backend>Learning Resources

Concurrent Data Processing in Elixir
Learn different ways of writing concurrent code in Elixir and increase your application's performance, without sacrificing scalability or...
pragprog.com
#pragprog/elixir#published-book/book-concurrent-data-processing-in-elixir
78 4119 24
New
AstonJ
General Dev>Dev Chat

Languages Without Garbage Collection
Continuing the discussion from Thinking about learning Crystal, let’s discuss - I was wondering which languages don’t GC - maybe we can c...
#garbage-collection
21 4800 7
New
PragmaticBookshelf
Backend>Learning Resources

Effective Haskell
Build efficient applications that exploit the unique benefits of a pure functional language, learning from an engineer who uses Haskell t...
pragprog.com
#pragprog/haskell#published-book/book-effective-haskell
15 5398 1
New
PragmaticBookshelf
Community>In The Spotlight

Spotlight: Jamis Buck (Author) Interview and AMA!
Author Spotlight Jamis Buck @jamis This month, we have the pleasure of spotlighting author Jamis Buck, who has written Mazes for Prog...
#author-spotlight/ruby/book-the-ray-tracer-challenge/book-mazes-for-programmers
21 5598 9
New
PragmaticBookshelf
Community>In The Spotlight

Spotlight: VM Brasseur (Author) Interview and AMA!
Author Spotlight: VM Brasseur @vmbrasseur We have a treat for you today! We turn the spotlight onto Open Source as we sit down with V...
#author-spotlight/book-forge-your-future-with-open-source
16 4113 11
New
Back to top

Sponsor Spotlight

AppSignal

Catch errors, track performance, monitor hosts and more.

Backend>Learning Resources

Backend Learning Resources ❯

Latest on Devtalk

Devtalk ❯

We ❤️ helpful members!

We reward our most helpful members via our MOTM scheme - by giving away a whopping 25 books per year!

Member of the Month

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that'll move you from confusion to "Aha, now I get it!"

View all our sponsors ❯

Categories:

Sub Categories:

Popular Portals

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that'll move you from confusion to "Aha, now I get it!"

View all our sponsors ❯

We're in Beta

About us Mission Statement See our Roadmap