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Overview
Basic Concepts like regression algorithms and EDA to advanced concepts like GAN and Explainable AI | Interview Prep What you'll learn: You will learn the core concepts in Machine learning and Deep LearningHow to code and access data stored in a cloud environmentYou will learn the core algorithms in ML: Linear Regression, Logistic Regression, Decision Tree, Random ForestYou will also learn about unsupervised learningWhat is Explainer AI and why its importantYou will master deep learning concepts and algorithmsWhat is...
Syllabus
- Introduction
- Day 1: What gets measured gets improved
- Day 2: Python Refresher | Python for Linear Algebra
- Day 3: First ML Algorithm
- Day 4: Test Vs Train in Machine Learning
- Day 5: Multiple Linear Regression
- Day 6: Logistic Regression, Gradient Descent
- Day 7: Decision Tree, PCA & Unsupervised Algorithms
- Day 8: Tensor Intro
- Day 9: Understanding Deep Learning
Instructor
SeaportAi .
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