Code and useful links for the sessions conducted for Microsoft Reactor Bangalore Recommendation Engine and Azure ML Series
Other useful links - My Youtube channel
| 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 |
| 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 |
| 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 |
| 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 |