Graphic SQL reference for data manipulation

Source: https://raw.githubusercontent.com/kelsfarmer/SQL/master/SQL%20Data%20Manipulation%20Language%20Cheat%20Sheet.png

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

𝗔𝗧𝗖𝗢𝗗𝗘𝗥 𝗗𝗜𝗦𝗖𝗨𝗦𝗦𝗜𝗢𝗡 𝗚𝗿𝗼𝘂𝗽:

@atcoder_discuss

@atcoder_discuss

@atcoder_discuss

Many of you asked about full stack developer roadmap.

Frontend roadmap
Backend roadmap

Page content is interactive so you can click on any of topics and it will lead you to explanation.

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Free Software Testing Courses

NOC: Software testing, IIIT Bangalore
🎬 54 video lesson
⏰ 11 Modules
Taught by: Prof. Meenakshi D'Souza
Source: NPTEL
🔗 COURSE LINK

Introduction to Software Testing
Rating⭐️: 4.3 out 5
Students 👨‍🎓 :68,427
Duration ⏰ :1hr 1min
Teacher 👨‍🏫: Admas Kinfu
🔗 COURSE LINK

Software Testing Tutorial - Learn Unit Testing and Integration Testing
🎬 14 video lesson
Duration ⏰: 1-2 hours worth of material
🏃‍♂️ Self paced
Source: Amigoscode
🔗 Course Link

Software Testing Tutorial
⏰ 14 Modules
🧑‍🏫Teacher: Thomas Hamilton
🏃‍♂️ Self paced
Source: guru99
🔗 Course Link

Software Testing Full Course 2022 | Software Testing Course in 5 Hrs | Software Testing Tutorial
🎬 28 video lesson
🏃‍♂️ Self paced
Teacher: Great Learning
Source: Class Central
🔗 Course Link

Software Testing Full Course In 10 Hours | Software Testing Tutorial
🎬 1 long video lesson
Duration ⏰: 10 hours worth of material
🏃‍♂️ Self paced
Source: YouTube
🔗 Course Link

#Software_Testing #IIT
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Free Ruby Courses

Ruby Programming Language - Full Course
🎬 35 video lesson
Taught by: freeCodeCamp
Source: freeCodeCamp.org
🔗 COURSE LINK

Ruby for Absolute Beginners!
Rating⭐️: 4.4 out 5
Students 👨‍🎓 :29,138
Duration ⏰ : 7hr of on-demand video
Teacher 👨‍🏫: Ashok Tulachan
🔗 COURSE LINK

Ruby - Programming Language | Tutorial
🎬 35 video lesson
Duration ⏰: 4-5 hours worth of material
Teacher 👨‍🏫: Mike Dane
🏃‍♂️ Self paced
Source: Class Central
🔗 Course Link

Selenium WebDriver with Ruby
⏰ 6 Modules
🧑‍🏫Teacher: Meaghan Lewis
🏃‍♂️ Self paced
Source: Test Automation University
🔗 Course Link

Learn Ruby Programming in 3 hours | FULL COURSE
🎬 1 long video lesson
🏃‍♂️ Self paced
Source: YouTube
🔗 Course Link

#Ruby
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Free Ruby On Rails Courses

Learn Ruby on Rails - Full Course
🎬 11 video lesson
Taught by: freeCodeCamp
Source: freeCodeCamp.org
🔗 COURSE LINK

Ruby on Rails a Beginners Guide
Rating⭐️: 4.3 out 5
Students 👨‍🎓 :36,513
Duration ⏰ : 6hrs 27mins of on-demand video
Teacher 👨‍🏫: Stephen Chesnowitz
🔗 COURSE LINK

Ruby On Rails Crash Course
🎬 18 video lesson
Duration ⏰: 2-3 hours worth of material
Teacher 👨‍🏫: Traversy Media
🏃‍♂️ Self paced
Source: Class Central
🔗 Course Link

Full Stack Ruby on Rails Development Bootcamp
🎬 109 video lesson
🏃‍♂️ Self paced
Source: YouTube
🔗 Course Link

Tutorials
Get Started With Ruby on Rails!
Ruby on Rails Tutorial
Ruby on Rails Tutorial Learn Prototype and Simple easy learning
Ruby on Rails Tutorial for Beginners with Project & Example

#Ruby_on_Rails
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Learn C++

LearnCpp.com is a free website devoted to teaching you how to program in C++. Whether you’ve had any prior programming experience or not, the tutorials on this site will walk you through all the steps to write, compile, and debug your C++ programs, all with plenty of examples.
Becoming an expert won’t happen overnight, but with a little patience, you’ll get there. And LearnCpp.com will show you the way.

🆓 Free Online Course
⏰ 12 weeks long, 2-4 hours a week
🏃‍♂️ Self paced
Source: learnCpp

🔗 https://www.classcentral.com/course/learn-c-plus-plus-93288

#cplusplus #C_plusplus
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Free Scala Courses

Scala Tutorial
🎬 39 video lesson
🏃‍♂️ Self paced
Source: Programming Knowledge
🔗 COURSE LINK

Scala at Light Speed
Rating⭐️: 4.8 out 5
Students 👨‍🎓 :2,905
Duration ⏰ : 1hr 59mins of on-demand video
Teacher 👨‍🏫: Daniel Ciocîrlan
🔗 COURSE LINK

Scala - Your First Programming Language
🎬 27 video lesson
Duration ⏰: 19 hours worth of material
🏃‍♂️ Self paced
Source: DevInsideYou
🔗 Course Link

Scala Online Training
🎬 86 video lesson
Duration ⏰: 8 hours worth of material
🏃‍♂️ Self paced
Source: Tutorials Point
🔗 Course Link

Scala Crash Course by a Scala Veteran (with some JavaScript flavor)
🎬 32 video lesson
Duration ⏰: 3-4 hours worth of material
🏃‍♂️ Self paced
Source: Class Central
🔗 Course Link

Tour of Scala
⏰ Free Online Course
🧮 Independent Course
🏃‍♂️ Self paced
Source: tour of scala
🔗 Course Link

Scala Exercises
⏰ Free Online Course
🧮 Independent Course
🏃‍♂️ Self paced
Source: scala-exercises
🔗 Course Link

#Scala
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Free Data Mining Courses

NOC:Data Mining, IIT Kharagpur
🎬 44 video lesson
⏰ 8 Modules
Taught by: Prof. Pabitra Mitra
Source: NPTEL
🔗 COURSE LINK

Data Mining for Beginners | Data Mining Full course | Learn Data Mining in 10 Hours | Great Learning
🎬 17 video lesson
Duration ⏰ : 10 hours worth of material
🏃‍♂️ Self paced
Source: Great Learning
🔗 COURSE LINK

NOC:Business analytics and data mining Modeling using R, IIT Roorkee
🎬 56 video lesson
⏰ 12 Modules
🔗 COURSE LINK
NOC:Business Analytics & Data Mining Modeling Using R Part II, IIT Roorkee
🎬 20 video lesson
⏰ 4 Modules
🔗 COURSE LINK
Taught by: Dr. Gaurav Dixit
Source: NPTEL

Data Mining with Weka MOOC
✅ Free Online Course
🧱 5 modules
🎬 Video Lectures
🏃‍♂️ Self paced
Source: University of Waikato
Taught by: Ian H. Witten
🔗 Course Link

WEKA - Data Mining with Open Source Machine Learning Tool
Rating⭐️: 4.2 out 5
Students 👨‍🎓 : 12,485`
Duration ⏰ : 3hr 30min of on-demand video
Teacher 👨‍🏫: DATAhill Solutions Srinivas Reddy
🔗 COURSE LINK

Data Mining Crash Course
🎬 6 video lesson
Duration ⏰: 1-2 hours worth of material
🏃‍♂️ Self paced
Source: Data Science Dojo
🔗 Course Link

Clustering in Data mining | K means Clustering Algorithm | Hierarchical Clustering | Great Learning
🎬 86 video lesson
Duration ⏰: 3-4 hours worth of material
🏃‍♂️ Self paced
Source: Great Learning
🔗 Course Link

Mining Online Data Across Social Networks
⏰ Free Online Course
🎬 30 video lesson
Duration ⏰: 1-2 hours worth of material
🏃‍♂️ Self paced
Source: Class Central
🔗 Course Link

DATA MINING (DM)
⏰ Free Online Course
🏃‍♂️ Self paced
Source: YouTube
🔗 Course Link

#Data_Mining
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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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Data Structures and Algorithms Short Notes

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Free Certification Courses

Take the first step towards getting placed in top companies like 𝗚𝗼𝗼𝗴𝗹𝗲, 𝗙𝗮𝗰𝗲𝗯𝗼𝗼𝗸, 𝗔𝗺𝗮𝘇𝗼𝗻, 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁, etc.

💻• 𝗟𝗲𝗮𝗿𝗻 𝗖++, 𝗝𝗮𝘃𝗮, 𝗣𝘆𝘁𝗵𝗼𝗻, 𝗪𝗲𝗯 𝗗𝗲𝘃, 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗮𝗻𝗱 𝗼𝘁𝗵𝗲𝗿 𝗵𝗶𝗴𝗵𝗹𝘆 𝘀𝗼𝘂𝗴𝗵𝘁 𝗮𝗳𝘁𝗲𝗿 𝘀𝗸𝗶𝗹𝗹𝘀 𝗳𝗿𝗼𝗺 SDEs of big MNCs like Amazon and PWC.

1) JavaScript Fundamentals

2) SQL

3) Git and GitHub

4) HTML and CSS

5) OOPs in JAVA

6) Basic projects

These are the 6 courses which are available for free, and when you will join corporate these are the basic requirements.

𝗔𝗹𝘀𝗼 𝗴𝗲𝘁 "𝗜𝗻𝘁𝗲𝗿𝗻𝘀𝗵𝗶𝗽 𝗧𝗿𝗮𝗶𝗻𝗶𝗻𝗴 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗲" 𝘄𝗵𝗲𝗻 𝘆𝗼𝘂 𝘁𝗮𝗸𝗲 𝘁𝗵𝗲 𝗰𝗼𝘂𝗿𝘀𝗲𝘀.

Don’t miss it 💯
Register here 👇

Link: https://bit.ly/4c9juLh

𝗥𝗲𝗴𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 𝗙𝗲𝗲𝘀: 𝗖𝗼𝗺𝗽𝗹𝗲𝘁𝗲𝗹𝘆 𝗙𝗿𝗲𝗲 (For Limited Time)

Grab all the free Courses ❤️

Free for Limited time only, enroll as soon as possible (Before these courses become paid).

🚶𝗛𝘂𝗿𝗿𝘆 𝗨𝗽, 𝗳𝗲𝘄 𝘀𝗲𝗮𝘁𝘀 𝗹𝗲𝗳𝘁!

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𝗛𝗮𝗽𝗽𝘆 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 🔥🔥

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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Introduction to Algorithms
by MIT, Spring 2020

Instructor(s) 👨‍🏫

Prof. Erik Demaine
Dr. Jason Ku
Prof. Justin Solomon

🎬 21 lecture video lessons
🎬 3 quiz video lessons (4+ hours)
🎬 8 problem video sessions (12 hours)


⏰ 40 hours of video

Link - https://tinyurl.com/y77rjb9e

#dsa #algorithms #datastructures
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Python Certification Course

Take the first step towards getting placed in top companies like 𝗚𝗼𝗼𝗴𝗹𝗲, 𝗙𝗮𝗰𝗲𝗯𝗼𝗼𝗸, 𝗔𝗺𝗮𝘇𝗼𝗻, 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁, etc.

Enroll in the Python Micro Degree course by EdYoda! 🚀

✨ Live, online classes with top industry experts
✨ Hands-on experience with real-world projects
✨ Lifetime access to class recordings
✨ No prerequisites needed
✨ Verified certificate
✨ Assured Jobs and Internships
✨ Limited Time Offer: Get up to 90% off and enroll for just 999!

Link - https://bit.ly/Premium_Python_Course

💼 Get Ready for high-paying jobs in 2024! Apply now! 🌟

This huge discount is available for Limited time only, enroll as soon as possible (Before the price becomes high).

🚶𝗛𝘂𝗿𝗿𝘆 𝗨𝗽, 𝗳𝗲𝘄 𝘀𝗲𝗮𝘁𝘀 𝗹𝗲𝗳𝘁!

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𝗛𝗮𝗽𝗽𝘆 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 🔥🔥

Vodafone is hiring Data Engineer

For 2023, 2022 grads

Apply Link - https://tinyurl.com/39sy2ym3

Digitech Sols is hiring for the role of Data Entry/MIS Specialist.

Experience - 1 to 6 Years
Location - WFH

Apply Link - https://tinyurl.com/3e8mjsf3

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Basic web development roadmap
🟧
1.Learn: How websites work, front-end vs back-end, code editor‌‌
🟧
2: Basic front-end:
a. Html
b. Css
c. Javascript
Expected time 7+14+30=51 days.
🟧
3. Learn front-end frameworks:
a. Learn css framework ( Bootstrap , Tailwind css , ...)
b. Learn JavaScript frameworks ( angular, react , vue...)

Expected time minimum 60 days.
🟧
4. Learn database
a. MySQL
b. MongoDB
There are many more. Choose one and learn.
🟧
5. Learn backend programming languages:
a. Php
b. Nodejs
There are many more. Learn any one.

Expected time: 60 days
🟧
6. Do some projects and clone some websites.
▫️▫️🟧▫️▫️

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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 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
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🎬 11 video lessons
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👨‍🏫 Teacher: Faizan Pervez
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Java Full Course ☕️
by: Bro Code
⏰ Duration: 12h
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Source: YouTube
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Books and Cheat Sheets
Java Fundamentals
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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
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Advanced programming with Visual Basic .Net
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Visual Basic .NET
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🎬 50 lessons
⏰ 10 hours worth of material
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Visual Basic .NET Tutorial for Beginners
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🎬 59 lessons
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Source: coursesfree
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Programming with VB.NET. Beginner's Course
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Source: YouTube
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