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Ultimate Machine Learning Projects with Python for Beginners - 2024
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- 1 - Introduction to Machine Learning Projects
- 2 - Introduction to Machine Learning
- 3 - How does a Machine Learning Model Learn
- 4 - Python for Machine Learning
- 5 - Types of Machine Learning
- 6 - KNN Algorithm
- 7 - Naive Bayes Algorithm
- 8 - Random Forest Algorithm
- 9 - Supervised Machine Learning
- 10 - Demo on Diabetes Prediction using Naive Bayes
- 11 - Demo on Decision Tree Classifier on Iris Dataset
- 12 - Demo on COVID Data using Random Forest
- 13 - Linear Regression
- 14 - Logistic Regression
- 15 - Unsupervised Machine Learning
- 16 - Marvel Superhero Analysis
- 17 - Python Matplotlib
- 18 - Python Pandas
- 19 - Pandas Dataframe
- 20 - Marvel Superhero Analysis
- 21 - Transition Slide - Fake News Detection
- 22 - Introduction
- 23 - Demo on Fake News Detection
- 24 - Transition Slide - Predicting Fleet Failure in Car Rental Company
- 25 - Introduction to Predictive Maintenance for Car Rentals
- 26 - Case Study
- 27 - Transition Slide - Used Smartphone Price Prediction
- 28 - Salary Prediction Using Machine Learning
- 29 - Student Grade Prediction Using Machine Learning
- 30 - Predicting Beer Consumption Using Machine Learning
- 31 - Emotion Detection using Python
- 32 - Gender Identification in Photo using Python
- 33 - Summary
