ayush7614 / brihaspati

Collection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥

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