Science
Machine Learning A–Z with Python
Supervised, Unsupervised, and Reinforcement Learning
Overview
A comprehensive tour of machine learning algorithms. Understand the maths, implement from scratch in Python, and apply Scikit-learn/TensorFlow.
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Curriculum
Module 1: Regression Algorithms
- Simple and Multiple Linear Regression
- Polynomial Regression
- Ridge and Lasso Regularisation
Module 2: Classification Algorithms
- Logistic Regression
- K-Nearest Neighbours
- Support Vector Machines
- Decision Trees and Random Forests
Module 3: Unsupervised Learning
- K-Means Clustering
- Hierarchical Clustering
- Principal Component Analysis
Module 4: Deep Learning Intro
- Neural Network Architecture
- Forward and Backward Propagation
- Keras and TensorFlow Basics
- Convolutional Neural Networks
Instructor Details
About Me
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Advanced
Machine Learning A–Z with Python
Supervised, Unsupervised, and Reinforcement Learning
₹3,499.00
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Students0
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LanguageEnglish
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LevelAdvanced
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Expire PeriodLifetime
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CertificateNo