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Machine Learning and AI

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Machine Learning Tutorial 1 Intro to Machine Learning and A I

Machine Learning Tutorial 2 Intro to Predictive Data Analytics

Machine Learning Tutorial 3 Intro to Models

Machine Learning Tutorial 4 Generalization Algorithms

Machine Learning Tutorial 5 Big Data Data Warehouse Hadoop Federation

Machine Learning Tutorial 6 Analytical Base Table ABT

Machine Learning Tutorial 7 Measures of Central Tendency

Machine Learning Tutorial 8 Standard Deviation

Machine Learning Tutorial 9 Continuous and Categorical Features Cardinality

Machine Learning Tutorial 10 Binning Data

Machine Learning Tutorial 11 Cleaning Bad Data

Machine Learning Tutorial 12 Cleaning Missing Values NULL

Machine Learning Tutorial 13 Imputation

Machine Learning Tutorial 14 Cleaning Irregular Cardinality

Machine Learning Tutorial 15 Outliers

Machine Learning Tutorial 16 Clamp Transformation

Machine Learning Tutorial 17 Using Models for New Data

Machine Learning Tutorial 18 Algorithms and Models

Machine Learning Tutorial 19 Supervised Unsupervised Algorithms

Machine Learning Tutorial 20 Trees and Binary Trees

Machine Learning Tutorial 21 Decision Trees

Machine Learning Tutorial 22 Discriminatory Power

Machine Learning Tutorial 23 Recursion

Machine Learning Tutorial 24 Recursion Base Cases

Machine Learning Tutorial 25 Intro to the ID3 Algorithm

Machine Learning Tutorial 26 ID3 Algorithm Part 2

Machine Learning Tutorial 27 ID3 Algorithm Part 3

Machine Learning Tutorial 28 Bar Plots Bar Graphs

Machine Learning Tutorial 29 Histograms

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Nishant Galande 

Very Nice
2026-04-20

James 

good presentation broken down into little chunks
2026-04-02

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excellent
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Nice
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nicee
2026-02-14

Audu Jude Ahmadu 

A great presentation with lessons broken into little chunks for easy understanding
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Thank you for your honesty.
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Jordae Wilson 

informational
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It was a good course
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YAY I LOVE IT
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Awesome
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Machine learning is a method of data analysis that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention .

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