𝗧𝗵𝗼𝘀𝗲 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗽𝗿𝗮𝗰𝘁𝗶𝗰𝗲 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗽𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗼𝗿 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗽𝗮𝗿𝘁𝗶𝗰𝗶𝗽𝗮𝘁𝗲 𝗶𝗻 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗽𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗰𝗼𝗻𝘁𝗲𝘀𝘁𝘀 𝗷𝗼𝗶𝗻 𝘁𝗵𝗲𝘀𝗲 𝗯𝗲𝗹𝗼𝘄 𝗴𝗿𝗼𝘂𝗽𝘀👇👇.

𝟭. 𝗚𝗲𝗻𝗲𝗿𝗮𝗹 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@cp_discussion_group

@cp_coding_grp

@allcodingsolution_official

𝟮. 𝗟𝗘𝗘𝗧𝗖𝗢𝗗𝗘 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@leetcode_cp

𝟯. 𝗖𝗢𝗗𝗘𝗙𝗢𝗥𝗖𝗘𝗦 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@codeforces_cp

𝟰. 𝗖𝗢𝗗𝗘𝗖𝗛𝗘𝗙 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@codechef_group

4 FREE General Introductions to Programming courses
by MIT (Massachusetts Institute of Technology)

1. Introduction to Computer Science and Programming in Python
The most common starting point for MIT students with little or no programming experience. This half-semester course introduces computational concepts and basic programming.

🔗 Course link
🎬 Lecture videos

2. Introduction to Computational Thinking and Data Science
iT'S the continuation of Introduction to Computer Science and Programming in Python and is intended for students with little or no programming experience.

🔗 Course link
🎬 Lecture videos

3. Introduction to Computer Science and Programming
It aims to provide students with an understanding of the role computation can play in solving problems. It also aims to help students, regardless of their major, to feel justifiably confident of their ability to write small programs that allow them to accomplish useful goals. The class will use the Python programming language.

🔗 Course link
🎬 Lecture videos are separated by Units, you will easily find links in each unit

4. Programming for the Puzzled
This class builds a bridge between the recreational world of algorithmic puzzles (puzzles that can be solved by algorithms) and the pragmatic world of computer programming, teaching students to program while solving puzzles. Python syntax and semantics required to understand the code are explained as needed for each puzzle.

🔗 Course link
🎬 Lecture videos are separated by Units, you will easily find links in each unit

PDFs and code samples are also provided for each course. All materials are completely free.

#python #dsa #computerscience #mit
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

𝗔𝗻𝘆𝗼𝗻𝗲 𝘄𝗵𝗼 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗱𝗶𝘀𝗰𝘂𝘀𝘀 𝗮𝗯𝗼𝘂𝘁 𝗔𝗽𝘁𝗶𝘁𝘂𝗱𝗲, 𝗥𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴, 𝗩𝗲𝗿𝗯𝗮𝗹 𝗔𝗯𝗶𝗹𝗶𝘁𝘆 𝗮𝗻𝗱 𝗗𝗮𝘁𝗮 𝗜𝗻𝘁𝗲𝗿𝗽𝗿𝗲𝘁𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝘄𝗮𝗻𝘁 𝗳𝗿𝗲𝗲 𝘀𝘁𝘂𝗱𝘆 𝗺𝗮𝘁𝗲𝗿𝗶𝗮𝗹𝘀 𝗷𝗼𝗶𝗻 𝘁𝗵𝗲 𝗯𝗲𝗹𝗼𝘄 𝗿𝗲𝘀𝗽𝗲𝗰𝘁𝗶𝘃𝗲 𝗴𝗿𝗼𝘂𝗽𝘀.

𝟭. 𝗔𝗽𝘁𝗶𝘁𝘂𝗱𝗲:

@aptitude_official

𝟮. 𝗥𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴:

@reasoning_official

𝟯. 𝗩𝗲𝗿𝗯𝗮𝗹 𝗔𝗯𝗶𝗹𝗶𝘁𝘆:

@verbal_ability_official

𝟰. 𝗗𝗮𝘁𝗮 𝗜𝗻𝘁𝗲𝗿𝗽𝗿𝗲𝘁𝗮𝘁𝗶𝗼𝗻:

@data_interpratation

𝗡.𝗕:
𝗧𝗵𝗼𝘀𝗲 𝘄𝗵𝗼 𝗮𝗿𝗲 𝗶𝗻𝘁𝗲𝗿𝗲𝘀𝘁𝗲𝗱 𝗮𝗯𝗼𝘂𝘁 𝗖𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗘𝘅𝗮𝗺𝗶𝗻𝗮𝘁𝗶𝗼𝗻𝘀 𝗼𝗻𝗹𝘆 𝘁𝗵𝗲𝘆 𝘀𝗵𝗼𝘂𝗹𝗱 𝗷𝗼𝗶𝗻.

CRYPTOCURRENCY ENGINEERING AND DESIGN

🆓 Free Online Course
🎬 20 video lesson
⏰ Duration: 25 hours
Teachers: Neha Narula, Tadge Dryja
Resource: MIT OpenCourseWare

🔗 https://ocw.mit.edu/courses/mas-s62-cryptocurrency-engineering-and-design-spring-2018/video_galleries/lecture-videos/

#Cryptocurrency #Engineering
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

𝗧𝗵𝗼𝘀𝗲 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗽𝗿𝗮𝗰𝘁𝗶𝗰𝗲 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗽𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗼𝗿 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗽𝗮𝗿𝘁𝗶𝗰𝗶𝗽𝗮𝘁𝗲 𝗶𝗻 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗽𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗰𝗼𝗻𝘁𝗲𝘀𝘁𝘀 𝗷𝗼𝗶𝗻 𝘁𝗵𝗲𝘀𝗲 𝗯𝗲𝗹𝗼𝘄 𝗴𝗿𝗼𝘂𝗽𝘀👇👇.

𝟭. 𝗚𝗲𝗻𝗲𝗿𝗮𝗹 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@cp_discussion_group

@cp_coding_grp

@allcodingsolution_official

𝟮. 𝗟𝗘𝗘𝗧𝗖𝗢𝗗𝗘 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@leetcode_cp

𝟯. 𝗖𝗢𝗗𝗘𝗙𝗢𝗥𝗖𝗘𝗦 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@codeforces_cp

𝟰. 𝗖𝗢𝗗𝗘𝗖𝗛𝗘𝗙 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@codechef_group

𝟱. 𝗚𝗘𝗘𝗞𝗦𝗙𝗢𝗥𝗚𝗘𝗘𝗞𝗦 𝗗𝗜𝗦𝗖𝗨𝗦𝗦𝗜𝗢𝗡 𝗚𝗿𝗼𝘂𝗽:

@gfg_discuss

Object-Oriented Analysis and Design

🆓 Free Online Course
💻 52 Lecture Videos
⏰ Modules: 40
🏃‍♂️ Self paced
Teacher 👨‍🏫 : Prof. Partha Pratim Das, Prof. Samiran Chattopadhyay, Prof. Kausik Datta

🔗 https://nptel.ac.in/courses/106105153

#Object #Oriented #Analysis #Design
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

𝗧𝗵𝗼𝘀𝗲 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗽𝗿𝗮𝗰𝘁𝗶𝗰𝗲 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗽𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗼𝗿 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗽𝗮𝗿𝘁𝗶𝗰𝗶𝗽𝗮𝘁𝗲 𝗶𝗻 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗽𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗰𝗼𝗻𝘁𝗲𝘀𝘁𝘀 𝗷𝗼𝗶𝗻 𝘁𝗵𝗲𝘀𝗲 𝗯𝗲𝗹𝗼𝘄 𝗴𝗿𝗼𝘂𝗽𝘀👇👇.

𝟭. 𝗚𝗲𝗻𝗲𝗿𝗮𝗹 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@cp_discussion_group

@cp_coding_grp

@allcodingsolution_official

𝟮. 𝗟𝗘𝗘𝗧𝗖𝗢𝗗𝗘 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@leetcode_cp

𝟯. 𝗖𝗢𝗗𝗘𝗙𝗢𝗥𝗖𝗘𝗦 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@codeforces_cp

𝟰. 𝗖𝗢𝗗𝗘𝗖𝗛𝗘𝗙 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@codechef_group

𝟱. 𝗚𝗘𝗘𝗞𝗦𝗙𝗢𝗥𝗚𝗘𝗘𝗞𝗦 𝗗𝗜𝗦𝗖𝗨𝗦𝗦𝗜𝗢𝗡 𝗚𝗿𝗼𝘂𝗽:

@gfg_discuss

HTML and HTML5 free courses

HTML Essential Training
⭐️ Rating: 4.7 out of 5
🎬 41 video lessons
⏳Modules: 10
⏰ Duration: 2h 45m
🏃‍♂️ Self paced
Teacher: Jen Simmons
Source: linkedin
🔗 Course link

HTML5
Rating ⭐️: 4.1 out of 5
🎬 50 video lessons
🏃‍♂️ Self paced
Teacher: Prof. Bucky Roberts
Source: freevideolectures
🔗 Course link

A Complete Introductory Tutorial on HTML5
Rating ⭐️: 4.4 out of 5
Students 👨‍🎓: 26,542
Duration ⏰: 4hr 21min
Created by: Yatit Thakker
🔗 Course link

Intro to HTML
🎬 9 video lesson
Duration ⏰: less than 1 hour
🏃‍♂️ Self paced
📄 Notes, Documentation
☢️ Challenges
Teacher: Pamela
Source: Khan Academy
🔗 HTML Basics
🔗 More HTML Tags

Learn HTML by Building a Cat Photo App (No Video)
67 Interactive lessons
🏃‍♂️ Self paced
Resource: freecodecamp
🔗 Course link

Learn HTML
🎬 24 video lesson
Duration ⏰: Less than 2 hours
🏃‍♂️ Self paced
Resource: ilovecoding
🔗 Course link

HTML Tutorials For Beginners
🎬 17 video lesson
Duration ⏰: 2-3 hours worth of material
🏃‍♂️ Self paced
Teacher: Net Ninja
Resource: Class Central
🔗 Course link

HTML5 Tutorials Playlist
🎬 53 video lesson
🏃‍♂️ Self paced
Teacher: thenewboston
🔗 Course link

#HTML #HTML5
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Introduction to Machine Learning, IIT Kharagpur

🆓 Free Online Course
💻 44 Lecture Videos
🏃‍♂️ Self paced
Teacher 👨‍🏫 : Prof. S. Sarkar

🔗 https://nptel.ac.in/courses/106105152

#Machine #Learning
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

𝗧𝗵𝗼𝘀𝗲 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗽𝗿𝗮𝗰𝘁𝗶𝗰𝗲 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗽𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗼𝗿 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗽𝗮𝗿𝘁𝗶𝗰𝗶𝗽𝗮𝘁𝗲 𝗶𝗻 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗽𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗰𝗼𝗻𝘁𝗲𝘀𝘁𝘀 𝗷𝗼𝗶𝗻 𝘁𝗵𝗲𝘀𝗲 𝗯𝗲𝗹𝗼𝘄 𝗴𝗿𝗼𝘂𝗽𝘀👇👇.

𝟭. 𝗚𝗲𝗻𝗲𝗿𝗮𝗹 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@cp_discussion_group

@cp_coding_grp

@allcodingsolution_official

𝟮. 𝗟𝗘𝗘𝗧𝗖𝗢𝗗𝗘 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@leetcode_cp

𝟯. 𝗖𝗢𝗗𝗘𝗙𝗢𝗥𝗖𝗘𝗦 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@codeforces_cp

𝟰. 𝗖𝗢𝗗𝗘𝗖𝗛𝗘𝗙 𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗶𝗼𝗻 𝗚𝗿𝗼𝘂𝗽:

@codechef_group

𝟱. 𝗚𝗘𝗘𝗞𝗦𝗙𝗢𝗥𝗚𝗘𝗘𝗞𝗦 𝗗𝗜𝗦𝗖𝗨𝗦𝗦𝗜𝗢𝗡 𝗚𝗿𝗼𝘂𝗽:

@gfg_discuss

CSS free courses

CSS Essential Training
Rating ⭐️: 4.7 out of 5
🎬 71 video lessons
⏳Modules: 8
📄 Projects
☢️ Quizes
🏃‍♂️ Self paced
Teacher: Christina Truong
Source: LinkedIn Learning
🔗 Course link

XHTML and CSS
Rating ⭐️: 4.4 out of 5
🎬 46 video lesson
🏃‍♂️ Self paced
Teacher: Prof. Bucky Roberts
Source: freevideolectures
🔗 Course Link

CSS: Zero to Hero in CSS by Styling a Website from Scratch
Rating ⭐️: 4.7 out of 5
Students 👨‍🎓: 25,847
Duration ⏰: 6hr 17min
Created by: Jad Khalili
🔗 Course link

Intro to CSS
🎬 24 video lesson
🏃‍♂️ Self paced
📄 Notes, Documentation
☢️ Challenges, Projects
Teacher: Pamela
Source: Khan Academy
🔗 Course link

Learn CSS
🎬 45 video lesson
Duration ⏰: More than 2 hours
🏃‍♂️ Self paced
Resource: ilovecoding
🔗 Course link

Responsive Layout with CSS
Rating ⭐️: 4.7 out of 5
🎬 48 video lesson
⏳Modules: 5
⏰ Duration: 2h 32m
🏃‍♂️ Self paced
Teacher: Clarissa Peterson
Source: LinkedIn Learning
🔗 Course link

Level Up Your CSS Animation Skills
🎬 30 video lesson
Duration ⏰: 3-4 hours worth of material
🏃‍♂️ Self paced
Resource: Class Central
🔗 Course link

Learn Basic CSS by Building a Cafe Menu (No Video)
92Interactive lessons
🏃‍♂️ Self paced
Resource: freecodecamp
🔗 Course link


#CSS #XHTML
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Node js free courses

Node JS Tutorial for Beginners
🎬 37 video lesson
Duration ⏰: 4-5 hours worth of material
🏃‍♂️ Self paced
Resource: Class Central
🔗 Course Link

Node JS API Development for Beginners
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 82,105
Duration ⏰: 2hr 47min
Created by: Ryan Dhungel
🔗 Course Link

Beginner's Series to: Node.js
🎬 26 video lesson
🏃‍♂️ Self paced
Teacher: Yohan Lasora
Source: microsoft
🔗 Course Link


Node js Tutorials
🎬 14 video lesson
🏃‍♂️ Self paced
Resource: Youtube
🔗 Course Link

Node.js and Express (No Video)
⏳Modules: 13
☢️ Exercises
🏃‍♂️ Self paced
Resource: fullstackopen
🔗 Course Link

Introduction to NodeJS (No Video)
⏳Modules: 4
☢️ Assignments
🏃‍♂️ Self paced
Resource: theodinproject
🔗 Course Link

Node.JS Tutorial (No Video)
⏳Modules: 10
🏃‍♂️ Self paced
Resource: tutlane
🔗 Course Link


#Node #Node_js #Backend #Express
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Introduction to internet of things, IIT Kharagpur

🆓 Free Online Course
💻 56 Lecture Videos
⏰ 12 weeks
🏃‍♂️ Self paced
Teacher 👨‍🏫 : Prof. Sudip Misra

🔗 https://nptel.ac.in/courses/106105166

#Internet #Things #Internet_of_Things
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Hardware modeling using verilog, IIT Kharagpur

🆓 Free Online Course
💻 41 Lecture Videos
⏰ 8 weeks
🏃‍♂️ Self paced
Teacher 👨‍🏫 : Prof. Indranil Sengupta

🔗 https://nptel.ac.in/courses/106105165

#Hardware #Modeling #Verilog
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Metalearning
Applications to Automated Machine Learning and Data Mining
by Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren


📄 349 pages

#Metalearning #Data_Mining #Machine_Learning
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Machine Learning with Python: Zero to GBMs

This is a practical and beginner-friendly introduction to supervised machine learning, decision trees, and gradient boosting using Python. This is a self-paced course where you can:

👌Watch hands-on coding-focused video tutorials
👌Practice coding with cloud Jupyter notebooks
👌Build an end-to-end real-world course project
👌Earn a verified certificate of accomplishment
👌Interact with a global community of learners
👌You will solve 2 coding assignments & build a course project where you'll train ML models using a large real-world datasets

Link: https://jovian.ai/learn/machine-learning-with-python-zero-to-gbms

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍