Index of Lessons in Technology

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Artificial Intelligence

1. Distinguishing Between Artificial Intelligence and Data Science Using Images

Data Mining

1. Python 'math' Module, 'statistics' Module and Descriptive statistics using Pandas, NumPy, SciPy and StatsModels
2. Descriptive Statistics and Linear Regression Using 'statistics' module and 'statsmodels' module
3. Scatterplot and boxplot using matplotlib

Tags: Technology,Data Mining,Index

Index of Math Lessons

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Level 1

Counting

1. Counting Till 20 (Auto-reader)
2. Counting (Read it loud)
3. Counting as in Table of 10 (Auto-reader)
4. Counting Till 20 (Auto-reader) With Images
5. "Lesser Than, Greater Than" Exercise of Numbers

Addition

1. Learn Addition by Counting Sticks

Level 2

1. Learn Multi-Digit Addition by Counting Sticks
2. Detailed Solution to Upto Three Digit Subtraction

Level 7

Lowest Common Multiple

1. Lowest Common Multiple (LCM) of Two Numbers
2. Lowest Common Multiple (LCM) of Three Numbers

Highest Common Factor

1. HCF of Two Numbers Using Long-Division Method

Level 8

Rational Numbers

1. Adding two fractions using HCF

Level 11

Sets

1. Lesson 1 - Introduction to Sets (And visualization using Venn Diagrams)
2. Lesson 2 - Some more examples of Sets

Calculus

1. What are Hyperbolic Functions?
2. Derivatives of Hyperbolic Functions

Permutation and Combination

1. Visualizing Permutation-Combination Problem Using JavaScript
2. Visualizing "What's Permutations" using Alphabets and JavaScript
3. Visualize P formula and C formula

Derangement Theorem

1. Deriving Derangement Theorem
2. Problem on Derangement Theorem

Vectors

1. Cartesion and Polar Representation of 2D Vector

Level: Engineering

Matrices

1. Moore Penrose Pseudoinverse

Probability

1. Bernoulli Distribution and Binomial Distribution
2. Gaussian Distribution (or Normal Distribution)
3. Exponential Probability Distribution

Apps

1. Calculator

Tags: Mathematical Foundations for Data Science,Statistics