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 1175 0

Where Next?

View thread on forum
manning
published-book
machine-learning
database
Home Backend>Learning Resources
#manning#published-book#machine-learning#database
4 1175 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 4584 1
New
PragmaticBookshelf
Backend>Learning Resources

Design and Build Great Web APIs
Good API design means starting with the API-first principle—understanding who is using the API and what they want to do with it—and apply...
pragprog.com
#pragprog#web-development#published-book/book-design-and-build-great-web-apis/nodejs/js
3 3345 0
New
PragmaticBookshelf
Backend>Learning Resources

Programming Elixir 1.6
Is your current programming language ready for tomorrow? Elixir is. Elixir is a modern, functional language built on the Erlang VM. ...
pragprog.com
#pragprog/elixir#published-book/book-programming-elixir-1-6
2 3063 0
New
PragmaticBookshelf
Backend>Learning Resources

Learn Functional Programming with Elixir
Elixir's straightforward syntax and this guided tour give you a clean, simple path to learn modern functional programming techniques. Exp...
pragprog.com
#pragprog/elixir#published-book/book-learn-functional-programming-with-elixir
11 3267 3
New
PragmaticBookshelf
Backend>Learning Resources

Build a Weather Station with Elixir and Nerves
This project based book gets you up to speed on building and deploying Elixir IoT applications using Nerves, as you develop a real-world ...
pragprog.com
#pragprog#hardware/elixir/ruby#published-book/nerves/book-build-a-weather-station-with-elixir-and-nerves
33 4536 10
New
PragmaticBookshelf
Backend>Learning Resources

Build a Binary Clock with Elixir and Nerves
Build a working binary clock using Elixir, Nerves, and OTP. Control complexity in your projects using a layered approach to software desi...
pragprog.com
#pragprog#hardware/elixir#published-book/nerves/book-build-a-binary-clock-with-elixir-and-nerves
8 3607 2
New
PragmaticBookshelf
Backend>Learning Resources

Programmer Passport: OTP
Teach yourself the core OTP abstractions in a short, practical book—first published with Groxio's Programmer Passport—from the author of ...
grox.io
#pragprog/elixir#published-book/book-programmer-passport-otp
4 3691 0
New
PragmaticBookshelf
Backend>Learning Resources

Effective Go Recipes
Shave countless hours off development time with production-ready Go recipes. Learn language nuances while doing common (and not so common...
pragprog.com
#pragprog/go#published-book/book-effective-go-recipes
4 3320 2
New
PragmaticBookshelf
Backend>Learning Resources

Engineering Elixir Applications
Develop, deploy, and debug BEAM applications using BEAMOps: a new paradigm that focuses on scalability, fault tolerance, and owning each ...
pragprog.com
#pragprog/elixir#published-book/book-engineering-elixir-applications
40 7136 21
New
PragmaticBookshelf
Backend>Learning Resources

Advanced Functional Programming with Elixir
Use advanced functional programming principles, practical Domain-Driven Design techniques, and production-ready Elixir code to build scal...
joekoski.com
#pragprog/elixir#published-book#functional-programming/book-advanced-functional-programming-with-elixir
43 4989 22
New

Other popular topics Top

AstonJ
General Dev>Hardware

Which keyboard do you have?
If it’s a mechanical keyboard, which switches do you have? Would you recommend it? Why? What will your next keyboard be? Pics always w...
#hardware/keyboards#sticky#mechanical-keyboards
144 9115 50
New
PragmaticBookshelf
Game Dev>Learning Resources

The Ray Tracer Challenge
Brace yourself for a fun challenge: build a photorealistic 3D renderer from scratch! In just a couple of weeks, build a ray tracer that r...
pragprog.com
#pragprog#published-book/book-the-ray-tracer-challenge#algorithms
3 6115 0
New
wolf4earth
Science/Tech>Health & Diet

How do you keep fit and healthy?
@AstonJ prompted me to open this topic after I mentioned in the lockdown thread how I started to do a lot more for my fitness. https://f...
#fitness#heath
193 4981 82
New
AstonJ
General Dev>Code Editors

Poll: Which code editor do you use?
You might be thinking we should just ask who’s not using VSCode :joy: however there are some new additions in the space that might give V...
#community#polls/vim/emacs#code-editors/vscode#notepad/sublime-text#atom/textmate#codespaces#brackets/onivim#geany
121 5796 61
New
Exadra37
Linux>Chat

RancherOS is in end of life
Oh just spent so much time on this to discover now that RancherOS is in end of life but Rancher is refusing to mark the Github repo as su...
#linux#rancheros
10 6358 6
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 6059 24
New
rustkas
Backend>Chat

Using Regular Expressions in Erlang
Intensively researching Erlang books and additional resources on it, I have found that the topic of using Regular Expressions is either c...
/erlang#regular-expressions
91 5662 43
New
Help
Game Dev>Questions

Can I use Java to program a game for Nintendo switch?
I am trying to crate a game for the Nintendo switch, I wanted to use Java as I am comfortable with that programming language. Can you use...
/java#nintendo
8 4771 3
New
DevotionGeo
General Dev>Questions

Do you prefer regular mechanical keyboards or low profile mechanical keyboards and why?
I have always used antique keyboards like Cherry MX 1800 or Cherry MX 8100 and almost always have modified the switches in some way, like...
/keyboards#mechanical-keyboards
27 3877 9
New
AstonJ
Backend>Questions

Psql: error: connection to server on socket "/tmp/.s.PGSQL.5432" failed: No such file or directory
If you’re getting errors like this: psql: error: connection to server on socket “/tmp/.s.PGSQL.5432” failed: No such file or directory ...
#macos/rails/postgresql
1 5553 1
New
Back to top

Sponsor Spotlight

WyewWorks

Enabling companies to succeed by building software people love.

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.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

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 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.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

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 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