Brihaspati
📌 Introduction
This is a Collection of various Machine Learning Algorithms and Experiments that have been implemeneted from my side by following various Tutorials, Article Blogs and more. These Machine Learning Algorithms have been implemented on various Datasets from Kaggle, UCI and more.
✔ Resources
- Machine Learning Yearning by Andrew Ng
- Hands-on Machine Learning with Scikit-Learn and Tensorflow
- Linear Algebra for Machine Learning
- Machine Learning A-Z
- Machine Learning Cheatsheet
- Machine Learning Projects in Python
- Machine Learning for Dummies
- Machine Learning in Action
- Machine Learning with Python Cookbook
- Machine Learning Mastery
- Veracity of Big Data Machine Learning and Other..
💥 Notebooks and Datasets
| Name | Dataset | Notebook |
|---|---|---|
| Amazon Sentiment Analysis | Kaggle Dataset | Notebook |
| COVID-19 Detection using Transfer Learning | Kaggle Dataset | Notebook |
| Cat and Dog Classifier | Kaggle Dataset | Notebook |
| Chatbot using LSTM | Notebook | |
| Decision Tree | Dataset | Notebook |
| Fake News Classification | Dataset | Notebook |
| Gender Prediction | Notebook | |
| Hindi Character Recognition | Dataset | Notebook |
| Iris Flower Prediction | Dataset | Notebook |
| K-Means Clustering | Dataset | Notebook |
| Linear Regression I | Dataset | Notebook |
| Linear Regression II | Dataset | Notebook |
| Linear Regression III | Dataset | Notebook |
| Logistic Regression | Dataset | Notebook |
| MNIST Fashion Dataset | Dataset | Notebook |
| Naive Bayes | Dataset | Notebook |
| Reinforcement Learning | Notebook | |
| Wines Dataset | Dataset | Notebook |
| Time Series Analysis | Dataset | Notebook |
| Spam Detection | Dataset | Notebook |
| IMDB Sentiment Classification | Dataset | Notebook |
| Satellite Image Analysis | Notebook |