Machine Learning with Python [Full Course] - 6M+ Views
Videos - 72, Video length 6 -20 minutes each
Target Audience - Beginner to Intermediate
Instruction Type - Hands on Tutorial
Goal - understanding of machine learning, covering theory, application, and inner workings of supervised, unsupervised, and deep learning algorithms.
Machine Learning Recipes with Josh Gordon [Full Course] - 1.1M+ Views
Videos - 10, Video length 6 -10 minutes each
Target Audience - Beginner
Instruction Type - Hands on Tutorial
Goal - introduce what machine learning is and why it's important. Then, write machine learning program!
Python Machine Learning Tutorial (Data Science) - 324K+ Views
Video length - 50 minutes
Target Audience - Intermediate
Instruction Type - Hands on Tutorial
Goal - understanding of machine learning, and build first application using PyCharm.
Scikit-learn Machine Learning with Python and SKlearn - [Full Course] - 673K+ Views
Videos - 28, Video length 7 -30 minutes each
Target Audience - Advanced
Instruction Type - Hands on Tutorial
Goal - learn how to use Scikit-learn (sklearn) with the python programming language to do Machine Learning with Support Vector Machines.
Python Machine Learning Tutorials - [Full Course] - 443K+ Views
Videos - 12, Video length 7 -16 minutes each
Target Audience - Intermediate
Instruction Type - Hands on Tutorial
Goal - teaching basic machine learning concepts like linear regression and k-nearest neighbors and moves into more advanced topics like neural networks and convolution neural networks.
Machine Learning Full Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn - 614K+ Views
Video length - 6 hours 20 minutes
Target Audience - Intermediate
Instruction Type - Slides + Hands on Tutorial
Goal - Covers all the basics of Machine Learning, the different types of Machine Learning algorithms, and the various applications of Machine Learning used in different industries.
Python Machine Learning & AI Mega Course - Learn 4 Different Areas of ML & AI - 291K+ Views
Video length - 7 hours 34 minutes
Target Audience - Intermediate
Instruction Type - Hands on Tutorial
Goal - teach the ins and outs of ML and AI. It talks about fundamental ML algorithms, neural networks, creating AI chat bots and finally developing an AI that can play the game of Flappy Bird.
Machine Learning Zero to Hero (Google I/O'19) - 1.1M + Views
Video length - 35 minutes
Target Audience - Beginner
Instruction Type - Slides + Hands on Tutorial
Goal - Learn the ‘new’ paradigm of machine learning, and how models are an alternative implementation for some logic scenarios, as opposed to writing if/then rules and other code.
Stock Price Prediction Using Python & Machine Learning - 573K+ Views
Video length - 49 minutes
Target Audience - Intermediate
Instruction Type - Hands on Tutorial
Goal - learn how to create an artificial neural network called Long Short Term Memory to predict the future price of stock.
Deep Learning Tutorial with Python | Machine Learning with Neural Networks - 198K+ Views
Video length - 2 hours 50 minutes
Target Audience - Intermediate
Instruction Type - Hands on Tutorial
Goal - understand the theory behind modern artificial intelligence, and apply it with several hands-on examples.
Classify Images Using Python & Machine Learning - 37K+ Views
Video length - 40 minutes
Target Audience - Advanced
Instruction Type - Hands on Tutorial
Goal - Classify Images Using Machine Learning & Convolutional Neural Networks (CNN).
Build A Python Speech Assistant App - 160K+ Views
Video length - 26 minutes
Target Audience - Beginner to Intermediate
Instruction Type - Hands on Tutorial
Goal - build a speech assistant app using the speech regonition library and Google's text-to-speech API.
Support Vector Machines: A Visual Explanation with Sample Python Code - 300K+ Views
Video length - 22 minutes
Target Audience - Beginner
Instruction Type - Slides
Goal - understand how support vector machines work in a visual way, and how to write a Python script to use SVMs to classify muffin and cupcake recipes.
Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial - 273K+ Views
Video length - 2 hours 57 minutes
Target Audience - Beginner
Instruction Type - Hands on Tutorial
Goal - learn how to prepare and process data for artificial neural networks, build and train artificial neural networks from scratch, build and train convolutional neural networks (CNNs), implement fine-tuning and transfer learning.
Build A Complete Project In Machine Learning | Credit Card Fraud Detection 2019 | Eduonix - 241K+ Views
Video length - 45 minutes
Target Audience - Intermediate
Instruction Type - Hands on Tutorial
Goal - Build A Complete Project In Machine Learning for Credit Card Fraud Detection.