Explore some of the best machine learning projects to improve your skills in 2024! This video explains key ideas like Supervised, Unsupervised, and Reinforcement Learning. You will also learn about algorithms like K-Nearest Neighbors (k-NN), Random Forest, and Support Vector Machines (SVM). You’ll work on fun projects like Marvel Superhero Analysis and Fake News Detection. Get hands-on experience with Decision Trees and Logistic Regression. There’s more. You’ll learn to make predictions for Car Rentals and IPL Winners. These projects will build your portfolio and boost your confidence in the job market. So, why wait? Let’s get started!
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🏁 Topics Covered:
00:00:00 – Introduction to Machine Learning Projects
00:01:38 – Introduction to Machine Learning
00:07:03 – How does a Machine Learning Model Learn
00:14:50 – Python for Machine Learning
00:18:43 – Types of Machine Learning
00:35:38 – KNN Algorithm
00:45:47 – Naive Bayes Algorithm
01:09:39 – Random Forest Algorithm
01:14:59 – Supervised Machine Learning
01:15:07 – Demo on Diabetes Prediction using Naive Bayes
01:40:27 – Demo on Decision Tree Classifier on Iris Dataset
02:09:58 – Demo on COVID Data using Random Forest
02:58:58 – Linear Regression
04:09:48 – Logistic Regression
04:48:25 – Unsupervised Machine Learning
05:13:20 – Marvel Superhero Analysis
05:13:26 – Python Matplotlib
05:18:52 – Python Pandas
05:22:13 – Pandas Dataframe
05:25:05 – Marvel Superhero Analysis
05:33:25 – Transition Slide – Fake News Detection
05:54:02 – Introduction
05:55:02 – Demo on Fake News Detection
06:08:16 – Transition Slide – Predicting Fleet Failure in Car Rental Company
06:08:28 – Introduction to Predictive Maintenance for Car Rentals
06:13:52 – Case Study
06:45:40 – Transition Slide – Used Smartphone Price Prediction
07:59:58 – Salary Prediction Using Machine Learning
08:11:41 – Student Grade Prediction Using Machine Learning
08:28:52 – Predicting Beer Consumption Using Machine Learning
08:39:16 – Emotion Detection using Python
08:50:49 – Gender Identification in Photo using Python
09:04:10 – Summary
#ml #python #machinelearning #machinelearningproject
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