Recommendation Engine and Azure ML Series - Microsoft Reactor Bangalore

Code and useful links for the sessions conducted for Microsoft Reactor Bangalore Recommendation Engine and Azure ML Series

Other useful links - My Youtube channel

Session 1 - Introduction to Azure ML

Topic	Description
Session Topic	This shows of how to create a model and produce inference in Azure ML and deploy in Azure Kubernetes Service
Code file	AzureML_redwine_ml.ipynb
Data Folder	winedata
Blog	2 Stories, Azure ML, Azure Kubernetes Service, Model deployment
Video	Recommendation Engine and Azure ML Series - Introduction to Azure ML

Session 2 - TFIDF and Cosine Similarity

Topic	Description
Session Topic	This shows of how to build a simple recommendation engine using TFIDF and Cosine Similarity
Code file	careervillage-tfidf.ipynb , tfidf.ipynb
Data Folder	recodata
Blog	Recommendation engine using Text data ,Cosine Similarity and TFIDF technique
Video	Recommendation Engine and Azure ML Series -Topic 2- Text Data, Cosine Similarity and TFIDF Technique

Session 3 - TFIDF and Cosine Similarity and Azure ML

Topic	Description
Session Topic	This shows of how to build a simple recommendation engine using TFIDF and Cosine Similarity in Azure ML and deploy in Azure Kubernetes Service
Code file	AzureML_tfidf.ipynb
Data Folder	recodata
Blog	Recommendation engine using Text data ,Cosine Similarity and Azure ML
Video	Video - TFIDF and Cosine Similarity and Azure ML

Session 4 - Recommendation engine using Text data, Cosine Similarity and word embeddings technique

Topic	Description
Session Topic	We will build a recommendation engine using Text Data, Cosine Similarity and word embeddings.
Code file	word-embeddings.ipynb ,careervillage-spacy.ipynb
Data Folder	recodata
Blog	Recommendation engine using Text data ,Cosine Similarity and Word Embeddings
Video	Video - Recommendation engine using Text data, Cosine Similarity and word embeddings technique

Session 5 - Recommendation engine using Text data, Cosine Similarity and word embeddings technique, Azure ML

Topic	Description
Session Topic	We will build a recommendation engine using Text Data, Cosine Similarity and word embeddings . We will build and deploy the model in Azure using Azure ML.
Code file	AzureML_recommender-spacy.ipynb
Data Folder	recodata
Blog	Recommendation engine using Text data ,Cosine Similarity and Word Embeddings , Azure ML
Video	Video - Recommendation engine using Text data ,Cosine Similarity and Word Embeddings , Azure ML