Mastering Machine Learning Algorithms using Python
Published 4/2024
Created by Manas Dasgupta
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 108 Lectures ( 28h 34m ) | 11.4 GB
Build and optimize ML Models from a range of Supervised, Unsupervised, Regression and Classification Algorithms
What you'll learn:
Machine Learning Core Concepts in Detail
Understand use-case scenarios for applying Machine Learning
Detailed coverage of Python for Data Science and Machine Learning
Regression Algorithm - Linear Regression
Classification Problems and Classification Algorithms
Unsupervised Learning using K-Means Clustering
Exploratory Data Analysis Techniques
Dimensionality Reduction Techniques (PCA)
Feature Engineering Techniques
Model Optimization using Hyperparameter Tuning
Model Optimization using Grid-Search Cross Validation
Introduction to Deep Neural Networks
Requirements:
Some exposure to Programming Languages will be useful
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