BestsellerAdvanced

Advanced Data Science & Machine Learning

Master advanced machine learning techniques and build real-world AI applications with hands-on projects. This comprehensive course covers everything from fundamental algorithms to cutting-edge deep learning techniques.

4.9 (1247 reviews)
2,847 students
Dr. Sarah Chen
Dr. Sarah Chen
Course Instructor
Advanced Data Science & Machine Learning

What You'll Learn

Python
TensorFlow
Deep Learning
Statistics
Pandas
Scikit-learn
Neural Networks
Computer Vision

Course Curriculum

Introduction to Machine Learning

8 lessons • 2 hours
ML FundamentalsData PreprocessingFeature EngineeringModel Selection

Supervised Learning Algorithms

12 lessons • 3.5 hours
Linear RegressionDecision TreesRandom ForestSVMEnsemble Methods

Deep Learning with TensorFlow

15 lessons • 4 hours
Neural NetworksCNNsRNNsTransfer LearningModel Optimization

Advanced Topics & Projects

10 lessons • 3 hours
Computer VisionNLPReinforcement LearningCapstone Project

Your Instructor

Dr. Sarah Chen

Dr. Sarah Chen

Former Google AI researcher with 15+ years in machine learning and data science. Published 50+ research papers and holds a PhD from Stanford.

Student Reviews

John Smith

"This course completely transformed my understanding of machine learning. The projects are incredibly practical!"

John Smith
Data Scientist at Microsoft
Maria Garcia

"Dr. Chen's teaching style is exceptional. Complex concepts are explained in a very understandable way."

Maria Garcia
ML Engineer at Google
$299$499
Save 40%
45 video lessons
8 hands-on projects
Certificate of completion
Lifetime access
Mobile & desktop access
24/7 support
Last updated: December 2024
Language: English
Subtitles: Available
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