Real World Data Science and Machine Learning Projects

Video: .MP4, 1280×720 30 fps | Audio: AAC, 44.1 kHz, 2ch | Duration: 04:02:43
Genre: eLearning | Language: English + Subtitles | Size: 1.78 GB

Learn Machine Learning Algorithms in Python and Build 8 real world machine learning projects.

What you’ll learn
Train machine learning algorithms to detect Heart Diesease.
Build a Music Recommendation system.
Train machine learning algorithms to detect Breast Cancer
Train machine learning algorithms to predict Diabetes
Automated Malaria detection using deep learning models like CNN
Bitcoin price prediction using machine learning

Time Series Prediction with LSTM Recurrent Neural Networks

Requirements
Basics of Machine Learning
Jupyter notebook
Installing Libraries
A passion to learn data science
Description
In this course, we are going to provide students with knowledge of key aspects of state-of-the-art classification techniques. We are going to build 8 projects from scratch using real world dataset, here’s a sample of the projects we will be working on:
Build a Music Recommendation system.
Human activity recognition using smartphones
Time Series Prediction with LSTM Recurrent Neural Networks
Predicting presence of Heart Diseases using Machine Learning
Automated malaria detection using deep learning models like CNN
Predicting Prices of Bitcoin with Machine Learning
Breast Cancer Prediction using Machine Learning
Predicting Diabetes With Machine Learning Techniques
Who this course is for:
Beginner in machine learning
Want to build real world machine learning projects

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