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AI & Machine Learning
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Calculus
Chapter 1: A Tutorial Introduction
CS105: Introduction to Python by Saylor Academy
CS50’s Introduction to Artificial Intelligence with Python
CS50’s Introduction to Computer Science by Harvard University on Edx
CS50W – Lecture 0 – HTML and CSS
CS50W – Lecture 1 – Git (Git. GitHub. Commits. Merge Conflicts. Branches. Forks. Pull Requests. GitHub Pages.)
CS50W – Lecture 3 – Django
CS50W – Lecture 2 – Python
Google Apps Script
HarvardX CS50P: CS50’s Introduction to Programming with Python
HarvardX: CS50W – CS50’s Web Programming with Python and JavaScript
IBM Cognos Analytics with Watson
Linear Algebra
Logic
MatPlotLib
Microsoft Excel
MITx 6.100L Introduction to CS and Programming Using Python
MySQL/WordPress
Notebooks
Pandas (Python library)
Python
Quant (Quantitative Finance)
SQL
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Tableau
The C Programming Language by Brian & Ritchie (2nd edition)
The Flask Mega-Tutorial by Miguel Grinberg
Unit 1: Introduction to Python 3
Unit 10: Object-Oriented Programming
Unit 2: Operators
Unit 3: Input and Flow Control Statements
Unit 4: Data Structures I – Lists and Strings
Unit 5: Functions
Unit 6: Basic Data Structures II – Tuples, Sets and Dictionaries
Unit 7: File Handling
Unit 8: Regular Expressions
Unit 9: Exception Handling
Web Development
Week 0: Scratch
Week 1: [C] – Data Types, Operators, Conditional Statements, Loops, and Command Line
Week 10: Cybersecurity
Week 2: [Arrays] – Functions, Variable and Scope, Debugging, Arrays, and Command Line Arguments
Week 2: Python
Week 3: [Algorithms] – Linear Search, Binary Search, Bubble Sort, Selection Sort, Recursion, Merge Sort
Week 4: [Memory] – Hexadecimal, Pointers, Defining Custom Types, Dynamic Memory Allocation, Call Stacks, and File Pointers
Week 5: [Data Structures] – Structures, Singly-Linked Lists, Doubly-Linked Lists, Hash Tables, Tries, Queues, and Stacks
Week 6: Python

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