Machine Learning with Python | Machine Learning Tutorial for Beginners | Machine Learning Tutorial

🔥1000+ Free Courses With Free Certificates: https://www.mygreatlearning.com/acade... Welcome to our comprehensive tutorial on Machine Learning with Python, designed specifically for beginners! Whether you're new to the world of machine learning or looking to solidify your understanding of core concepts, this video is the perfect starting point. This tutorial covers Machine Learning basics, its significance, and applications. The video talks about why Python is ideal for Machine Learning and teaches you how to set up your Python environment. It also introduces essential libraries like NumPy, Pandas, Matplotlib, and Scikit-learn, and discusses data preprocessing techniques, including cleaning, normalization, and feature engineering. It explores supervised learning algorithms like Linear and Logistic Regression, Decision Trees, and unsupervised methods like K-Means Clustering and PCA. Additionally, it explains model evaluation with metrics like accuracy and F1 score and applies knowledge to real-world projects such as housing price prediction and image classification. This tutorial is packed with practical examples and hands-on coding sessions to ensure you gain a thorough understanding of each topic. By the end of this video, you'll have a solid foundation in machine learning with Python and be well-equipped to tackle more advanced concepts and projects. Save up to INR 45 Lakhs with our MS in Artificial Intelligence and Machine Learning. Get up to 3 years STEM OPT VISA. Grab this opportunity and apply today! https://www.mygreatlearning.com/ms-aiml-hybrid?utm_source=CPV_YT&utm_medium=Desc&utm_campaign=Mlpython_022020 Learn Data Science from world renowned MIT Faculty. Enroll Now! https://www.mygreatlearning.com/mit-data-science-and-machine-learning-program?utm_source=CPV_YT&utm_medium=Desc&utm_campaign=Mlpython_022020 Topics Covered: 00:00:00 - Agenda 00:03:58 - Introduction to Python and Anaconda 01:07:05 - Introduction to Pandas and Data Manipulation 04:42:32 - Introduction to Numpy and Numerical Computing 05:10:58 - Data Visualization 06:06:12 - Statistics vs Machine Learning 06:12:44 - Types of Statistics 07:54:39 - Understanding Data 07:58:19 - What is Reinforcement Learning? 08:53:46 - Reinforcement Learning Framework 09:24:58 - Q-Learning 09:51:08 - Case Study on Smart Taxi 🔥Check Our Free Courses on with free certificate: ✔ Python for Machine Learning in Hindi course: https://glacad.me/3EdYa5V ✔ Machine Learning with Python: https://www.mygreatlearning.com/acade... ✔ Machine Learning with AWS: https://www.mygreatlearning.com/acade... ✔ Machine Learning Algorithms: https://www.mygreatlearning.com/acade... ✔ Basics of Machine Learning: https://www.mygreatlearning.com/acade... ✔ Statistics for Machine Learning: https://www.mygreatlearning.com/acade... Here is a list of our other full course videos you can check out: ✔ Data Science Tutorial: • Data Science Full Course for Beginner... ✔ Python for Data Science: • Python for Data Science | Data Scienc... ✔ Machine Learning with Python: • Machine Learning with Python | Machin... ✔ Statistics for Data Science: • Statistics for Data Science | Probabi... ✔ Tableau Training for Beginners: • Tableau Tutorial | Tableau Full Cours... ✔ Reinforcement Learning Tutorial: • Reinforcement Learning Tutorial | Rei... ⚡ About Great Learning: With more than 5.4 Million+ learners in 170+ countries, Great Learning, a part of the BYJU'S group, 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 the top institutions like Stanford Executive Education, MIT Professional Education, The University of Texas at Austin, NUS, IIT Madras, IIT Bombay & 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: https://www.facebook.com/GreatLearningOfficial/ ✅ LinkedIn: https://www.linkedin.com/school/great-learning/mycompany/verification/ ✅ Follow our Blog: https://glacad.me/GL_Blog