๐ฅEnroll for Machine Learning Course: https://intellipaat.com/machine-learning-certification-training-course/
๐ฅ๐๐จ๐จ๐ค ๐ฒ๐จ๐ฎ๐ซ ๐ ๐ซ๐๐ ๐๐๐ฌ๐ญ๐๐ซ๐๐ฅ๐๐ฌ๐ฌ: https://forms.gle/g5tExa7e54xpYZW97
Learn Machine Learning from the ground up with this comprehensive course covering the ML roadmap, fundamentals, machine learning algorithms, error concepts, and the complete machine learning process. This course is designed to help beginners build a strong foundation in Machine Learning and understand how different concepts connect in real-world applications.
Dive deep into Linear Regression, its assumptions, Variance Inflation Factor (VIF), multicollinearity, regression performance metrics, and hands-on implementation. Youโll also learn about Logistic Regression, classification concepts, and how to evaluate and build machine learning models through practical examples.
The course concludes with the Decision Tree Classifier and a structured Machine Learning workflow. Whether you're a student, beginner, aspiring Data Scientist, or preparing for ML interviews, this course will help you develop practical Machine Learning skills and strengthen your understanding of core ML concepts.
๐ Below are the concepts covered in the video "Machine Learning Full Course":
0:00:00 – Introduction to Machine Learning
00:01:25 – ML Roadmap
00:11:32 – What is Machine Learning?
00:43:48 – Machine Learning Algorithms
01:14:13 – Types of Machine Learning Error Concept
03:27:17 – Assumptions of Linear Regression
03:46:54 – Variance Inflation Factor (VIF)
03:52:30 – Linear Regression Hands-on
04:16:22 – Machine Learning Process
05:04:04 – Performance Metrics Used in Regression
05:19:35 – Checking VIF Score for Multicollinearity
05:40:46 – Logistic Regression Algorithm
09:02:36 – Machine Learning Process
09:44:39 – Decision Tree Classifier
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โก๏ธ About the Course:
This Machine Learning Certification Training by Intellipaat is a comprehensive program designed to help you learn ML from scratch and become industry-ready. The course covers Machine Learning fundamentals, algorithms, deep learning, NLP, and real-world projects, with hands-on training and expert guidance. You also get certification, career support, and practical exposure to build a strong ML career.
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Key Features of the Course:
๐๐ผ50+ live interactive sessions spread over 7 months to ensure structured learning.
๐๐ผ218+ hours of self-paced video content to review concepts at your speed.
๐๐ผ200+ hours of hands-on projects and exercises for practical experience.
๐๐ผLearn from industry experts with real-world insights.
๐๐ผParticipate in hackathons to solve real challenges.
๐๐ผ1:1 sessions with industry mentors for focused doubt solving and guidance.
๐๐ผCareer guidance and job assistance including resume support and interview prep.
๐๐ผ24/7 technical support to help you whenever needed.
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๐For more information, please write back to us at sales@intellipaat.com or call us at IND: +91-7022374614 / US : 1-800-216-8930