BASIC 1 Sentiment Analysis

1. Amazon reviews dataset
2. Amazon reviews dataset
3. Twitter Sentiment analysis - Medium
4. Twitter Sentiment analysis - analytics vidhya

1. ☐
2. ☐
3. ☐
4. ☐

2 Fake News detection Detecting Fake News ☐ 3 Detecting Parkinsons's Disease

1. Disease detection using XGBoost
2. pyimagesearch - Detecting Parkinsons's Disease

1. ☐
2. ☐

4 Color Detection OpenCV Project ☐ 5 Iris Data Set - Predict the class of the flower many - analytics vidhya ☑ 6 Loan Prediction - Predict if a loan will get approved or not. many - analytics vidhya ☐ 7 BigMart Sales Dataset - Predict the sales of a store. many - analytics vidhya ☐ 8 House Price Regression kaggle ☑ 9 Wine quality - Predict the quality of the wine. Kaggle kernel ☐ 10 Heights and Weights Dataset - Predict the height or weight of a person Study of height versus weight ☐ 11 Email Classification youtube ☐ 12 Titanic dataset

1. Comprehensive data exploration with Python- Kaggle
2. Titanic Data Science Solutions - Kaggle
3. Data ScienceTutorial for Beginners - Kaggle
4. Introduction to Ensembling/Stacking in Python - Kaggle
5. A Data Science Framework: To Achieve 99% Accuracy - Kaggle
6. Stacked Regressions : Top 4% on LeaderBoard - Kaggle
7. An Interactive Data Science Tutorial - Kaggle
8. EDA To Prediction(DieTanic) - Kaggle
9. Titanic: Machine Learning from Disaster - Kaggle

1. ☐
2. ☐
3. ☐
4. ☐
5. ☐
6. ☐
7. ☐
8. ☐
9. ☐

Intermediate 1 Speech Emotion Recognition Speech Emotion Recognition with librosa ☐ 2 Gender and Age Detection

1. pyimagesearch - Age Detection with deep learning
2. learnopencv - Gender & Age Classification using OpenCV Deep Learning
3. DataFlair - Gender and Age Detection with OpenCV
4. analytics vidhya - Age Detection

1. ☐
2. ☐
3. ☐

3 Driver Drowsiness detection

1. Real-time facial landmark detection
2. Eye blink detection
3. Drowsiness detection with OpenCV
4. DataFlair - System with OpenCV & Keras

1. ☐
2. ☐
3. ☐
4. ☐

4 Basic Chatbot chatbot using NLTK & Keras ☐ 5 Handwritten Digit Recognition

1. Handwritten Digit Recognition
2. kaggle - Digit Recognition-Tutorial (CNN)

1. ☐
2. ☐

6 Black Friday Dataset - Predict purchase amount. github ☐ 7 Trip History Dataset - Predict the class of user. analytics vidhya ☐ 8 Song recommendation

1. Medium - Simple song recommender system
2. Medium - A Simple Song Recommender System in Python
3. analytics vidhya - Guide to song recommendation system
4. Youtube - Building Recommender Systems Using Python
5. Youtube - Music Search and Recommendation from Millions of Songs

1. ☐
2. ☐
3. ☐
4. ☐
5. ☐

9 Handwritten Text Recognition Build a Handwritten Text Recognition System using TensorFlow ☐ 10 Sentiment analysis - IMDB movie review dataset tensorflow ☐ 11 Text generation - Shakespeare tensorflow ☐ 12 Sign language MNIST classification

1. kaggle - Deep learning using sign langugage
2. kaggle - CNN using Keras

1. ☐
2. ☐

Advanced 1 Image Captioning Image Captioning with visual Attention ☑ 2 Credit Card Fraud Detection

1. geeksforgeeks - Credit Card Fraud Detection
2. Kaggel kernels
3. Google search results

1. ☐
2. ☐
3. ☐

3 Recommendation System

1. Recommendation Systems
2. RECOMMENDATION SYSTEM
3. Medium - Movie recommendation
4. kaggel - Movies Recommender System
5. Quick Guide to Build a Recommendation Engine in Python & R

1. ☐
2. ☐
3. ☐
4. ☐
5. ☐

4 Customer Segmentation

1. Customer Segmentation by RFM clustering
2. kaggle - Customer Segmentation
3. Customer Segmentation by KMeans
4. KDnuggets - Beginner’s Guide to Customer Segmentation
5. KDnuggets - Customer Segmentation Using K Means Clustering
6. Customer Segmentation: A Technical Guide

1. ☐
2. ☐
3. ☐
4. ☐
5. ☐
6. ☐

5 Breast Cancer Classification

1. pyimagesearch - Breast cancer classification with Keras and Deep Learning
2. Dataflair - Breast Cancer Classification

1. ☐
2. ☐

6 Traffic Signs Recognition pyimagesearch - Traffic Sign Classification with Keras and Deep Learning ☑ 7 Urban Sound Classification Audio Data Analysis using Deep Learning ☐ 8 Human Activity Recognition

1. MLM - Deep Learning Models for Human Activity Recognition
2. Human Activity Recognition with OpenCV and Deep Learning

1. ☐
2. ☐

9 Covid-19

1. pyimagesearch - Covid-19 in X-ray images
2. pyimagesearch - Mask detection
3. rubiks-code Detection of COVID-19 in chest X-Rays with Deep Learning

1. ☐
2. ☐
3. ☐

10 Video classification pyimagesearch ☐ 11 Fire and smoke detection pyimagesearch ☐ 12 Detecting Natural Disasters pyimagesearch ☐ 13 Anonymizing faces pyimagesearch ☐ 14 Text Summarization list of links ☐ 15 Deep Dream and Style Transfer list of links ☐