Data science is a huge domain and it is easy to get lost in the domain while exploring!
This repo is to keep track the things explored in the journey of data science...
| Content | Link |
|---|---|
| AWS Certified: AWS ML Specialty | click here |
| AWS Certified: AWS Cloud Practitioner | click here |
| Microsoft Certified: AI-900 Microsoft Azure AI Fundamentals | click here |
| Microsoft Certified: AI-102 Microsoft Azure AI Engineer Associate | click here |
| Dataiku Core Designer Certificate | click here |
| Dataiku ML Practitioner Certificate | click here |
| Repo | Link |
|---|---|
| Gen AI | click here |
| Machine Learning | Blog Link | Code Link |
|---|---|---|
| Python | NA | Code |
| Data Analysis | NA | Pandas, Numpy |
| EDA | NA | Code |
| Feature Engineering | NA | Code |
| Machine learning Models | NA | KNN, NB, Logistic Regression, Linear Regression |
| Ensemble Learning | NA | Code |
| Hyperparameter Optimization | NA | Code |
| Optimization | NA | NA |
| Software Engineering Practices for Data Science | NA | Code |
| Name | Blog Link | Code Link |
|---|---|---|
| Deploy Deep learning/Machine learning application in AWS ubuntu instance | NA | Code, Youtube |
| Deploy ML models using docker | NA | Code |
| Deploy ML application to Heroku cloud platform | Blog | Code |
| Math | Code Link |
|---|---|
| Linear Algebra | Code |
| Stats | Code |
| Application Name | Demo Link | Code Link |
|---|---|---|
| Car Price Prediction | live demo | Code |
| Student Admission Prediction | NA | Code |
| Quora Duplicate Question Prediction | demo | Code |
| Air Quality Index Prediction | demo | Code |
| Redefining Cancer Treatment | NA | Code |
| Human Activity Recognition | NA | Code |
| NLP Text Classification | NA | Code |
| Application Name | Demo Link | Code Link |
|---|---|---|
| Cotton Plant Disease Prediction | demo | Code |
| Car Brand Name Prediction | NA | Code |
| Sentiment Classification | NA | Code |
| Pnemonia Detection | NA | Code |