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Scholarship test for students training cum Internship program by E & ICT IIT Guwahati & IIT M

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Free Python Courses

Introduction to Python 3 (basics) - Learning to Program with Python 3
🎬 15 lessons
⏰ 2 hours of video + code examples and readings
📝 blogpost for each lesson
🔗 Link to course

Introduction To Python Programming
Rating ⭐️: 4.4 out of 5
Students 👨‍🏫: 824,949 students
Duration ⏰: 1hr 39min of on-demand video
Created by: Avinash Jain, The Codex
🔗 Course link

Intermediate Python Programming introduction
🎬 28 lessons
⏰ 4.5 hours of video + code examples and readings
⏰ Free Online Course
🏃‍♂️ Self paced
🔗 Link to course

Sockets Tutorial with Python 3 part 1 - sending and receiving data
🎬 5 lessons
⏰ 100 minutes of video + code examples and readings
⏰ Free Online Course
🏃‍♂️ Self paced
🔗 Link to course

Machine Learning with Python: Zero to GBMs
🎬 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
📊 You will solve 2 coding assignments & build a course project where you'll train ML models using a large real-world datasets
🔗 Course Link

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.
⏰ Free Online Course
🏃‍♂️ Self paced
🎬 Lecture videos
🔗 Course link

Python for Everybody (PY4E)
by Charles R. Severance (aka Dr. Chuck)
🎬 17 sections with multiple video lessons
👨‍🏫 Prof. Dr. Charles R. Severance
✅ Completely free
🔗 Course link

The fundamentals of programming - Python Tutorial
👨‍🏫 Teacher: Annyce Davis
🎬 39 short video lessons
📊 Level: beginner
⏰ Free Online Course
🏃‍♂️ Self paced
🔗 Course link

Python course by kaggle
Learn the most important language for data science.
🎬 8 lessons
⏰ 5 hours
⏰ Free Online Course
🏃‍♂️ Self paced
🔗 Course link

Scientific Computing with Python
Author: Dr. Charles Severance (also known as Dr. Chuck).
🎬 56 lessons
💻 5 scientific projects
📜 Free certification
🔗 Link to course

Python from scratch
by University of Waterloo
🆓 Free Online Course
⏳ 13 modules
🏃‍♂️ Self paced
🔗 Course Link

Learn Python PyQt
(Python binding of the cross-platform GUI toolkit Qt, used as a Python module)
⏰ Free Online Course
🏃‍♂️ Self paced
🔗 Course link

Python for Beginners
Programming with Python
By Microsoft
Authors: Susan Ibach, GeekTrainer
🎬 44 episodes
⏰ 180 mins
🔗 Link to course

Python Programming MOOC 2022
🆓 Free Online Course
🧮 Problem Sets
⏳ 12 modules
🏃‍♂️ Self paced
📶 Assignments with Examples
🔗 Link to course

Free Python course by Datacamp
🆓 Free Online Course
🎬 video lessons
✅ Completely free
interactive code exercises
No registration or download needed:
🔗 Link to course

CS50’s Web Programming with Python by Harvard University
⏰ Free Online Course
🏃‍♂️ Self paced
🔗 Course link

Python course by Google
⏰ Free Online Course
🏃‍♂️ Self paced
No registration or download needed.
🔗 Course link

NOC:Programming, Data Structures and Algorithms using Python
⏰ Free Online Course
🏃‍♂️ Self paced
⌛️ 6 weeks
👨‍🏫 45 lectures
🔗 Link to course


Additional materials

Books
A list of Python books in English that are free to read online or download
Learn Python the Hard Way
python intro notes
An introduction to Python for absolute beginners
python programming notes
Python Data Science Handbook

Cheat sheets
Python Tutorial -> Condensed Cheatsheet
Python Programming Exercises, 2022., gently explained
python matplotlib
python panda
python basics
python seaborn
Useful Python for data science cheat sheets
python data type cheat sheet
python cheat sheets

GitHub Repositories
Machine Learning University: Accelerated Natural Language Processing Class
Hands on ML notebook series
Machine learning cheat sheet with code


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Free Visual Basic .Net Courses

Learn Visual Basic (.NET) – Full Course
by: FreeCodeCamp
🆓 Free Online Course
🎬 1 long video
⏰ 3 hours worth of material
👨‍🏫 Teacher : Beau Carnes
🏃‍♂️ Self paced
🔗 Course link

Advanced programming with Visual Basic .Net
Rating ⭐️: 3.9 out of 5
Students 👨‍🏫: 2074 students
Duration ⏰: 1hr 54min of on-demand video
Created by: Samah Mohamed Osman Hassan
🔗 Course link

Visual Basic .NET
🆓 Free Online Course
🎬 50 lessons
⏰ 10 hours worth of material
🏃‍♂️ Self paced
🔗 Course link

Visual Basic .NET Tutorial for Beginners
🆓 Free Online Course
🎬 59 lessons
🏃‍♂️ Self paced
Source: coursesfree
🔗 Course link

Programming with VB.NET. Beginner's Course
🎬 21 lessons
🏃‍♂️ Self paced
Source: YouTube
🔗 Course link


#Visual_Basic #dot_net
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Free Java Courses

Learn Java 8 - Full Tutorial for Beginners
by: FreeCodeCamp
🆓 Free Online Course
🎬 14 lessons
⏰ 10 hours worth of material
🏃‍♂️ Self paced
🔗 Course link

Java Programming Basics
Rating ⭐️: 4.6 out of 5
Students 👨‍🏫: 143,184 students
Duration ⏰: 2hr 48min of on-demand video
Created by: Charles Mulic
🔗 Course link

Java Tutorial for Beginners [2020]
by: Mosh
🆓 Free Online Course
⏰ 2h 30 min
🏃‍♂️ Self paced
🔗 Course link

Java for beginners: Java basics - Programming Fundamentals
Rating ⭐️: 4.5 out of 5
Students 👨‍🏫: 10,093 students
Duration ⏰: 1hr 49min of on-demand video
Created by: Andrii Piatakha, Learn IT University
🔗 Course link

Software construction in Java by MIT (open source MIT library)
⏰ Length: 14 weeks
🏃‍♂️ Self paced
Source: MIT
Teacher 👨‍🏫 : Rob Miller
🔗 Course link

Java Tutorial for Absolute Beginners
Rating ⭐️: 4.4 out of 5
Students 👨‍🏫: 61,070 students
Duration ⏰: 9hr 9min of on-demand video
Created by: Ashok Tulachan
🔗 Course link

Learn Java Programming For Beginners | Core Java Tutorial | Java Basics | Great Learning
⏰ Free Online Course
🎬 11 video lessons
Duration ⏰: 2-3 hours worth of material
🏃‍♂️ Self paced
👨‍🏫 Teacher: Faizan Pervez
Offered by: Great Learning
🔗 Course link

Java Programming
🆓 Free Online Course
🧮 Plenty of Exercises
🏃‍♂️ Self paced
🔗 Course link

Java Full Course ☕️
by: Bro Code
⏰ Duration: 12h
🏃‍♂️ Self paced
Source: YouTube
🔗 Course link

Books and Cheat Sheets
Java Fundamentals
100+ java programs with output
Ultimate Java Cheat Sheet


#Java #java_8
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Free ASP.NET Courses

ASP.NET Core MVC Course (.NET 5)
🎬 40 video lesson
Duration ⏰: 2-3 hours worth of material
Taught by: freeCodeCamp
Source: freeCodeCamp.org
🔗 COURSE LINK

ASP.NET Core MVC, Quick and Practical
Rating⭐️: 4.2 out 5
Students 👨‍🎓 :25062
Duration ⏰ : 2hr 16min of on-demand video
Teacher 👨‍🏫: Dina Esmaeili
🔗 COURSE LINK

Step-by-step ASP.NET MVC Tutorial for Beginners | Mosh
🎬 14 video lesson
Duration ⏰: 1-2 hours worth of material
🏃‍♂️ Self paced
Source: Class Central
🔗 Course Link

Build a Real-world App with ASP.NET Core and Angular 2
🎬 15 video lesson
Duration ⏰: 1-2 hours worth of material
🏃‍♂️ Self paced
Source: Class Central
🔗 Course Link

ASP.NET Microsoft Developer Video Courses
Diagnosing ASP.NET Core Performance Issues
Real-time web applications with ASP.NET Core SignalR
Learn Live - Create web apps and services with ASP.NET Core, minimal API, and .NET 6

ASP.NET Microsoft Learn Courses
Create web apps and services with ASP.NET Core, minimal API, and .NET 6
Create microservices with .NET and ASP.NET Core
Explore Microsoft Graph scenarios for ASP.NET Core development
Migrate an ASP.NET web application to Azure with Visual Studio


#ASP.Net
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Free Big Data Courses

Complete Big Data
🎬 13 video lesson
Duration ⏰: 2-3 hours worth of material
🏃‍♂️ Self paced
Source: Class Central
🔗 COURSE LINK

Big Data 101 (Login Required)
⏳Modules: 6
Duration ⏰: 3 hours worth of material
🏃‍♂️ Self paced
Source: IBM via Cognitive Class
🔗 COURSE LINK

Introduction to Big Data - an overview of the 10 V's
Rating⭐️: 4.4 out 5
Students 👨‍🎓 :15,630
Duration ⏰ : 40min of on-demand video
Teacher 👨‍🏫: Taimur Zahid
🔗 COURSE LINK

MIT RES.LL-005 Mathematics of Big Data and Machine Learning, IAP 2020
🎬 20 video lesson
Duration ⏰: 14 hours worth of material
🏃‍♂️ Self paced
Source: MIT open courseware
🔗 Course Link

NOC:Big Data Computing, IIT Patna
🎬 35 video lesson
⏰ 8 Modules
Taught by: Dr. Rajiv Misra
Source: NPTEL
🔗 COURSE LINK

Algorithms for Big Data (COMPSCI 229r)
🎬 25 video lesson
Duration ⏰: 34 hours worth of material
🏃‍♂️ Self paced
Source: Harvard University
🔗 Course Link

NOC:Algorithms for Big Data, IIT Madras
🎬 48 video lesson
⏰ 8 Modules
Taught by: Prof. John Augustine
Source: NPTEL
🔗 COURSE LINK

Big Data Hadoop Tutorial for Beginners
🎬 17 video lesson
Duration ⏰: 4-5 hours worth of material
🏃‍♂️ Self paced
Source: Great Learning
🔗 Course Link

Big Data Analytics Full Course In 10 Hours | Big Data Hadoop Tutorial
🎬 5 video lesson
Duration ⏰: 10 hours worth of material
🏃‍♂️ Self paced
Source: Great Learning
🔗 Course Link

Big Data Analytics
⏰ Free Online Course
🎬 70 video lesson
Duration ⏰: 19 hours worth of material
🏃‍♂️ Self paced
Source: caltech via youtube
🔗 Course Link

Stanford Seminar - Big Data is (at least) Four Different Problems
⏰ Free Online Course
🎬 27 video lesson
Duration ⏰: 1-2 hours worth of material
🏃‍♂️ Self paced
Source: Stanford Online via YouTube
🔗 Course Link

#Big_Data
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🔰Complete DSA Roadmap🔰

|-- Basic_Data_Structures
| |-- Arrays
| |-- Strings
| |-- Linked_Lists
| |-- Stacks
| └─ Queues
|
|-- Advanced_Data_Structures
| |-- Trees
| | |-- Binary_Trees
| | |-- Binary_Search_Trees
| | |-- AVL_Trees
| | └─ B-Trees
| |
| |-- Graphs
| | |-- Graph_Representation
| | | |- Adjacency_Matrix
| | | └ Adjacency_List
| | |
| | |-- Depth-First_Search
| | |-- Breadth-First_Search
| | |-- Shortest_Path_Algorithms
| | | |- Dijkstra's_Algorithm
| | | └ Bellman-Ford_Algorithm
| | |
| | └─ Minimum_Spanning_Tree
| | |- Prim's_Algorithm
| | └ Kruskal's_Algorithm
| |
| |-- Heaps
| | |-- Min_Heap
| | |-- Max_Heap
| | └─ Heap_Sort
| |
| |-- Hash_Tables
| |-- Disjoint_Set_Union
| |-- Trie
| |-- Segment_Tree
| └─ Fenwick_Tree
|
|-- Algorithmic_Paradigms
| |-- Brute_Force
| |-- Divide_and_Conquer
| |-- Greedy_Algorithms
| |-- Dynamic_Programming
| |-- Backtracking
| |-- Sliding_Window_Technique
| |-- Two_Pointer_Technique
| └─ Divide_and_Conquer_Optimization
| |-- Merge_Sort_Tree
| └─ Persistent_Segment_Tree
|
|-- Searching_Algorithms
| |-- Linear_Search
| |-- Binary_Search
| |-- Depth-First_Search
| └─ Breadth-First_Search
|
|-- Sorting_Algorithms
| |-- Bubble_Sort
| |-- Selection_Sort
| |-- Insertion_Sort
| |-- Merge_Sort
| |-- Quick_Sort
| └─ Heap_Sort
|
|-- Graph_Algorithms
| |-- Depth-First_Search
| |-- Breadth-First_Search
| |-- Topological_Sort
| |-- Strongly_Connected_Components
| └─ Articulation_Points_and_Bridges
|
|-- Dynamic_Programming
| |-- Introduction_to_DP
| |-- Fibonacci_Series_using_DP
| |-- Longest_Common_Subsequence
| |-- Longest_Increasing_Subsequence
| |-- Knapsack_Problem
| |-- Matrix_Chain_Multiplication
| └─ Dynamic_Programming_on_Trees
|
|-- Mathematical_and_Bit_Manipulation_Algorithms
| |-- Prime_Numbers_and_Sieve_of_Eratosthenes
| |-- Greatest_Common_Divisor
| |-- Least_Common_Multiple
| |-- Modular_Arithmetic
| └─ Bit_Manipulation_Tricks
|
|-- Advanced_Topics
| |-- Trie-based_Algorithms
| | |-- Auto-completion
| | └─ Spell_Checker
| |
| |-- Suffix_Trees_and_Arrays
| |-- Computational_Geometry
| |-- Number_Theory
| | |-- Euler's_Totient_Function
| | └─ Mobius_Function
| |
| └─ String_Algorithms
| |-- KMP_Algorithm
| └─ Rabin-Karp_Algorithm
|
|-- OnlinePlatforms
| |-- LeetCode
| |-- HackerRank

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