Fundamentals of Machine Learning with Python Implementation.
Learn Fundamentals of Machine Learning from scratch to make students well equipped with all basics and math involved
Created by Three Millennials | 7 hours on-demand video course
Welcome to Fundamentals of Machine Learning with Python Implementation. There are many courses available out there for this domain but what makes us different is that the learning in this class is gradual. All the concepts are built from scratch to give students a fair idea of how various algorithms work in addition to live demonstrations
In this course, students will acquire a good understanding of basic concepts of machine learning. The course also introduces students to deep learning (neural nets) and also artificial intelligence. The concepts are developed from scratch to make students well equipped with all the basics and math involved with all machine learning algorithms
What you’ll learn
- Use Python for Data Science and Machine Learning
- Implement Machine Learning Algorithms
- Handle advanced techniques like Dimensionality Reduction
- Know which Machine Learning model to choose for each type of problem
- Basics of Reinforcement Learning
- Linear Regression
- Logistic Regression
- Clustering
- SVM
- Neural Network Concept
- Random Forest
- PCA and SVD
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