Swift free courses

CS193p - Developing Apps for iOS with Swift
🆓 Free Online Course
💻 16 Lecture Videos
☢️ Exercises
🏃‍♂️ Self paced
Source : Stanford University
🔗 Course Link

Basic Swift Programming and iOS - Free Preview
Rating ⭐️: 4.6 out of 5
Students 👨‍🎓: 15,914
Duration ⏰: 2hr 24min of on-demand video
Created by Grant Klimaytys
🔗 Course Link

IOS Development Course - Use Swift 5 and UIKit to Build a Netflix Clone
🆓 Free Online Course
💻 29 Lecture Videos
⏰ 5 hours worth of material
🏃‍♂️ Self paced
Source: freeCodeCamp
🔗 Course Link

Swift Programming Tutorials for Beginners
🎬 9 video lesson
Duration ⏰: Less than 1 hour of material
Taught by Zenva
🏃‍♂️ Self paced
Source: Class Central
🔗 Course Link

Swift 3 Tutorial
🆓 Free Online Course
💻 1 Lecture Video
🏃‍♂️ Self paced
Teacher 👨‍🏫 : Derek Banas
🔗 Course Link

Books
IOS 12 Programming Fundamentals with Swift
Learn Computer Science with Swift
The Swift Programming Language (Swift 3.0.1)
Swift Tutorial - Tutorialspoint


#Swift
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Android development roadmap

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

A look at blockchain technology

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Free PostgreSQL Courses

Learn PostgreSQL Tutorial - Full Course for Beginners
By freeCodeCamp
🎬 61 video lesson
Duration ⏰ : 4-5 hours worth of material
Taught by: freeCodeCamp Team
🔗 COURSE LINK

PostgreSQL Tips From a Pro | Cloud Simplified
🎬 9 video lesson
Duration ⏰: Less than 1 hour of material
Taught by Linode
🏃‍♂️ Self paced
Source: Class Central
🔗 Course Link

PERN Stack Course - Postgres, Express, React, and Node
🎬 13 video lesson
Duration ⏰: 1-2 hours worth of material
Taught by freeCodeCamp
🏃‍♂️ Self paced
Source: freeCodeCamp
🔗 Course Link

PostgreSQL Administration : Full course
🎬 132 video lesson
🏃‍♂️ Self paced
Source: YouTube
🔗 Course Link

Azure Database for PostgreSQL
By Microsoft
🧭 2 Modules
Duration ⏰ : 1-2 hours worth of material
Taught by: Microsoft
🔗 COURSE LINK

Build a CRM with Google Sheets + PostgreSQL + Stripe API Tutorial (Ecommerce Course)
🎬 9 video lesson
Duration ⏰: 2-3 hours worth of material
Taught by freeCodeCamp
🏃‍♂️ Self paced
Source: freeCodeCamp
🔗 Course Link

Books:
PostgreSQL Documentation
PostgreSQL: Up and Running
Beginning PostgreSQL on the Cloud
PostgreSQL Administration Cookbook
Download PostgreSQL Tutorial

#PostgreSQL
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Visualize data on Google Maps Platform

Learn to translate external data sources to graphics on maps.

✅ Free Online Course
🧱 4 modules
🎬 Video Lectures
🏃‍♂️ Self paced
📊 Lab: 1
🧮 Quiz
Source: Google

🔗 https://developers.google.com/learn/pathways/maps-visualize-data?hl=en

#Data_Science #Google_Map #Data_Visualization
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Data Mining with Weka

Weka is a powerful, yet easy to use tool for machine learning and data mining. This course introduces you to practical data mining.

✅ Free Online Course
🧱 5 modules
🎬 Video Lectures
🏃‍♂️ Self paced
Source: University of Waikato
Taught by: Ian H. Witten

🔗 https://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/

#Data_Mining
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Java Data Structure

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

𝗧𝗵𝗼𝘀𝗲 𝘄𝗵𝗼 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

𝟲. 𝗖𝗢𝗗𝗜𝗡𝗚 𝗡𝗜𝗡𝗝𝗔𝗦 𝗗𝗜𝗦𝗖𝗨𝗦𝗦𝗜𝗢𝗡 𝗚𝗿𝗼𝘂𝗽:

@coding_ninjas_discuss

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 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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