About the Course
Description
This course provides advanced concepts of artificial intelligence. Students will learn in-demand skills such as machine learning, deep learning, NLP, generative AI, and many more. Students will learn to approach problems in a systematic, data-driven way, which can be applied to various real-world challenges beyond just AI. Studying AI and ML can deepen your understanding of human intelligence and cognition, providing insights into how we learn, think, and make decisions.
What will you Learn?
Clustering in Machine Learning
K-means clustering algorithm
Hierarchical clustering
Hyperparameter Tuning(GridSearchCV)
Ensemble Learning (Bagging)
L1 and L2 Regularization
Principal Component Analysis (PCA)
Natural Language Processing
Text processing Techniques
Stemming And Lemmatization
Dimensionality Reduction Techniques
Bias Vs Variance
Skills You Will Develop
Additional Projects
Conceptual Skills
Creativity & Innovation
Logical Thinking
Perseverance
Presentation & Communication Skills
Problem Solving
Eligibility Criteria
Previous knowledge of Python Advanced Course
Your Instructor
Mechatron
With years of hands-on experience in technology, education, and industry applications, your instructor brings a passion for making complex topics simple and accessible. From programming fundamentals to advanced AI systems, each course is designed to be practical, engaging, and beginner-friendly. Whether you're just starting out or looking to level up your skills, you’ll gain real-world knowledge, guided by someone who’s been there and knows how to help you get where you want to go.