NOC:Programming, Data Structures and Algorithms using Python 
⌛ 6 weeks
👨‍🏫 45 lectures

🔗 Link to course


#python #dsa #datastructuresandalgorithms
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Undergraduate Machine Learning (Nando de Freitas/University of British Columbia)

Author: prof Nando de Freitas
🎬 33 lessons
⏰ 21 hours

An undergraduate machine learning course. Lectures are filmed and put on YouTube with the slides posted on the course website. The course assignments are posted as well (no solutions, though). De Freitas is now a full-time professor at the University of Oxford and receives praise for his teaching abilities in various forums. Graduate version available.

https://www.cs.ubc.ca/~nando/340-2012/index.php

#machinelearning #datascience #statistics
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Hello everyone.
Many Telegram channels have copyright issues lately. I did everything that's needed to keep channel 100% legit but just in case please join our discussion group:

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https://news.1rj.ru/str/groupforprogrammerofficial

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If anything happens to this channel i will continue to send materials there.

Here you can find additional materials other members shared and also ask about any programming problems you have.

So join our discussion group and let's discuss.

Our old discussion group got a copyright issue so please join our new group.

Devops-exercises

ℹ️ This repo contains questions and exercises on various technical topics, sometimes related to DevOps and SRE :)

📊 There are currently 1575 questions

📚 To learn more about DevOps and SRE, check the resources in devops-resources repository

⭐️ 11.8k

https://github.com/bregman-arie/devops-exercises

#devops #jenkins #git #kubernetes #mongo #aws #azure #virtualization #terraform
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Programming Throwdown Audio series

Authors: Patrick Wheeler and Jason Gauci
🔊 114 audio lessons, each about different programming language
⏰ 120 hours


Programming Throwdown attempts to educate Computer Scientists and Software Engineers on a cavalcade of programming and tech topics. Every show covers a new programming language, so listeners will be able to speak intelligently about any programming language.

🔗 Link to course

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Scientific Computing with Python

Author: Dr. Charles Severance (also known as Dr. Chuck).
🎬 56 lessons
💻 5 scientific projects
📜 Free certification

🔗 Link to course



#python #networking #webservices #regex #databases #datavisualizations #dataviz
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Web Development for Beginners by Microsoft

Authors: Jen Looper, Chris Noring, Christopher Harrison, Jasmine Greenaway, Yohan Lasorsa, Floor Drees, and sketchnote artist Tomomi Imura

🎬 24 lessons

Azure Cloud Advocates at Microsoft are pleased to offer a 12-week, 24-lesson curriculum all about JavaScript, CSS, and HTML basics. Each lesson includes pre- and post-lesson quizzes, written instructions to complete the lesson, a solution, an assignment and more. Our project-based pedagogy allows you to learn while building, a proven way for new skills to 'stick'.

🔗 Link to course: https://github.com/microsoft/Web-Dev-For-Beginners
🔗 Link to PDF


#webdev #webdevelopment #microsoft
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Free Python Books

A list of Python books in English that are free to read online or download.

⭐ 2.6k

https://github.com/pamoroso/free-python-books

#python #pythonbooks #books
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Introduction to Machine Learning Problem Framing
By Google

Estimated Course Length: 1 hour

https://developers.google.com/machine-learning/problem-framing

#machinelearning #ml
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Python course by kaggle
Learn the most important language for data science.

🎬 8 lessons
⏰ 5 hours


https://www.kaggle.com/learn/python

#python
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

CSE 351: The Hardware/Software Interface
Summer 2021
by University of Washington

Instructor: Mara Kirdani-Ryan

Course Syllabus

🔹First Floor: Data Representation
🔹Second Floor: Instructions, C, Data Structures
🔹Third Floor: Memory
🔹Forth Floor: Returning to Java

Course already started but you have all lectures recorder and uploaded, along with presentations, pdfs, cheatsheets, labs and even homework assignments and solutions.

🔗 Course link:
https://courses.cs.washington.edu/courses/cse351/21su/

#c #cprogramming #java #dsa #washington
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

FREE RPA(ROBOTICS PROCESS AUTOMATION) Courses
👇👇

Udemy

Coursera

Automation Anywhere

UIPATH

Udacity

Join @realgroupforprogrammer for more

𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

26 pages of python cheat-sheet from Python Crash Course

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Free Data Science Courses and Books
👇👇

Intro to Data science Free Udacity Course

Data Analysis with Python Free certified course

Python Data Science Free Handbook

R for Data Science Free Book

Essentials of Data Science Free Udemy Course

Join @free4unow_backup for more free courses

ENJOY LEARNING👍👍

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Git cheat sheet

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Free Books and courses to learn Ethical Hacking
👇👇

Free Cyber Security course from Udacity

The Basics of Hacking and Penetration Testing FREE BOOK

Hacking: The Art of Exploitation FREE BOOK

Ethical hacking with Hak5 devices (4.7 star ratings)

Ethical Hacking - Basics (Kali 2021)

Ethical Hacking - SQL Injection Attack

Free Information Security Certified Course

Git cheat sheet

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Free Books and Courses to learn Javanoscript
👇👇

Intro to JavaScript FREE COURSE

Mini Course on Javanoscript Essentials

Modern JavaScript Tutorial FREE Online Book

JavaScript Notes for Professionals FREE PDF

Speaking JavaScript Free Online Book

Object Oriented JavaScript FREE COURSE

Code your First Game in Javanoscript Free Course

Git cheat sheet

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

ARTIFICIAL INTELLIGENCE FOR BEGINNERS
Azure Cloud Advocates at Microsoft are pleased to offer a 12-week, 24-lesson curriculum all about Artificial Intelligence.

In this curriculum, you will learn:

⭐️Different approaches to Artificial Intelligence, including the "good old" symbolic approach with Knowledge Representation and reasoning (GOFAI).

⭐️Neural Networks and Deep Learning, which are at the core of modern AI. It illustrates the concepts behind these important topics using code in two of the most popular frameworks - TensorFlow and PyTorch.

⭐️Neural Architectures for working with images and text. It covers recent models but may lack a little bit on the state-of-the-art.

⭐️Less popular AI approaches, such as Genetic Algorithms and Multi-Agent Systems.

Course Link

#ai #ml #neural_networks #machine_learning #data_science #deep_learning
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Python Programming MOOC 2022

This is the course material page for the Introduction to Programming course (BSCS1001, 5 cr) and the Advanced Course in Programming (BSCS1002, 5 cr) from the Department of Computer Science at the University of Helsinki.

🆓 Free Online Course
🧮 Problem Sets
⏳ 12 modules
🏃‍♂️ Self paced
📶 Assignments with Examples

🔗 https://programming-22.mooc.fi/

#python #programming
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍