Lynda and other Courses >>> https://www.freecoursesonline.me/
For Developer Tools & Apps >>> https://ftuapps.com/
Forum for discussion >>> https://1hack.us/ Course : #/torrent/3548265/AppliedAICourse-Applied-Machine-Learning-Course-FCO/
All Missing Videos as per your users report @Muhammad Usharab 1
Module Name: Module 2: Data Science Exploratory Data Analysis and Data Visualization
Chapter Name: LINEAR ALGEBRA
Video Name: 11.5 – Equation of a line (2-D), Plane(3-D) and Hyperplane (n-D), Plane Passing through origin, Normal to a Plane
2
Module Name: Module 6: Machine Learning Real-World Case Studies
Chapter Name: CASE STUDY 5: STACKOVERFLOW TAG PREDICTOR
Video Name: 40.7 – EDAData Loading
3
Module Name: Module 6: Machine Learning Real-World Case Studies
Chapter Name: CASE STUDY 6 MICROSOFT MALWARE DETECTION
Video Name: 41.8 – Exploratory Data Analysis Multivariate analysis of features from byte files
4
Module Name: Module 6: Machine Learning Real-World Case Studies
Chapter Name: CASE STUDY 2 PERSONALIZED CANCER DIAGNOSIS
Video Name: 37.4 – ML problem formulation Mapping real world to ML problem
5
Module Name: Module 6: Machine Learning Real-World Case Studies
Chapter Name: Case Study 7: AD-CLICK Prediction
Video Name: 42.1 – Live Session on Ad-Click Prediction
6
Module Name: Module 6: Machine Learning Real-World Case Studies
Chapter Name: Case Study 7: AD-CLICK Prediction
Video Name: 42.2 – Live Session on Ad-Click Prediction(contd.) and Performance Metrics
7
Module Name: Module 7: Data Mining(Unsupervised Learning) and Recommender Systems + Real-World Case Studies
Chapter Name: CASE STUDY 8 AMAZON FASHION DISCOVERY ENGINE
Video Name: 48.1 – Problem Statement Recommend similar apparel products in e-commerce using product descriptions and Images
8
Module Name: Module 7: Data Mining(Unsupervised Learning) and Recommender Systems + Real-World Case Studies
Chapter Name: CASE STUDY 8 AMAZON FASHION DISCOVERY ENGINE
Video Name: 48.12 – Text based product similarity Converting text to an n-D vector bag of words
9
Module Name: Module 7: Data Mining(Unsupervised Learning) and Recommender Systems + Real-World Case Studies
Chapter Name: CASE STUDY 8 AMAZON FASHION DISCOVERY ENGINE
Video Name: 48.17 – Text Semantics based product similarity Word2Vec(featurizing text based on semantic similarity)
10
Module Name: Module 7: Data Mining(Unsupervised Learning) and Recommender Systems + Real-World Case Studies
Chapter Name: CASE STUDY 8 AMAZON FASHION DISCOVERY ENGINE
Video Name: 48.24 – Deep learning based visual product similarityConvNets How to featurize an image edges, shapes, parts
11
Module Name: Module 7: Data Mining(Unsupervised Learning) and Recommender Systems + Real-World Case Studies
Chapter Name: CASE STUDY 8 AMAZON FASHION DISCOVERY ENGINE
Video Name: 48.28 – Assignment-24, Apparel Recommendation
12
Module 8: Neural Networks, Computer Vision and Deep Learning
Chapter Name: Deep Learning: Generative Adversarial Networks (GANs)
Video Name: 56.1 – Live session on Generative Adversarial Networks (GAN)

