Ultimate Machine Learning Projects with Python for Beginners in 2024 скачать в хорошем качестве

Ultimate Machine Learning Projects with Python for Beginners in 2024

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! Learn the basics of Machine Learning and gain insights into key concepts like supervised and unsupervised learning, linear regression, Pearson's coefficient, and the coefficient of determination. Enroll now and earn your certification! https://www.mygreatlearning.com/acade... Learn AI & ML from the University of Texas, Austin. To build a successful career enroll now! https://www.mygreatlearning.com/pg-pr... Boost your resume with a Generative AI for Business certificate from Microsoft. Enroll now! https://www.mygreatlearning.com/gen-a... 🏁 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 🔥1000+ Free Courses With Free Certificates: https://www.mygreatlearning.com/acade... ⚡ About Great Learning Academy: Visit Great Learning Academy to get access to 1000+ free courses with free certificates on Data Science, Data Analytics, Digital Marketing, Artificial Intelligence, Big Data, Cloud, Management, Cybersecurity, Software Development, and many more. These courses are supplemented with free projects, assignments, datasets, and quizzes. At the end of the course, you can earn a certificate of completion for free. ⚡ About Great Learning: With more than 11 Million+ learners in 170+ countries, Great Learning is a leading global edtech company for professional and higher education offering industry-relevant programs in the blended, classroom, and purely online modes across technology, data, and business domains. These programs are developed in collaboration with top institutions like Stanford Executive Education, MIT Professional Education, Wharton, University of Arizona, Northwestern University, The University of Texas at Austin, NUS, Microsoft & more. SOCIAL MEDIA LINKS: 🔹 For more interesting tutorials, don't forget to subscribe to our channel: https://glacad.me/YTsubscribe 🔹 For more updates on courses and tips follow us on: ✅ Telegram: https://t.me/GreatLearningAcademy ✅ Facebook:   / greatlearningofficial   ✅ LinkedIn:   / verification   ✅ Follow our Blog: https://glacad.me/GL_Blog