@@ -71,74 +71,74 @@ Projects are divided into **Beginner** and **Advanced** levels so learners can p
7171| 30 | Customer Segmentation | [ ☝🏻] ( ) |
7272| 31 | Analyzing Selling Price of Used Cars | [ ☝🏻] ( ) |
7373| 32 | Box Office Revenue Prediction | [ ☝🏻] ( ) |
74- | 33 | [ Flipkart Reviews Sentiment Analysis] ( ./projects/flipkart-reviews-sentiment-analysis ) | [ ☝🏻] ( ) |
75- | 34 | [ Click-Through Rate Prediction] ( ./projects/click-through-rate-prediction ) | [ ☝🏻] ( ) |
76- | 35 | [ Loan Approval Prediction using ML Models] ( ./projects/loan-approval-prediction ) | [ ☝🏻] ( ) |
77- | 36 | [ Loan Eligibility Prediction using SVM] ( ./projects/loan-eligibility-prediction-svm ) | [ ☝🏻] ( ) |
78- | 37 | [ House Price Prediction] ( ./projects/house-price-prediction ) | [ ☝🏻] ( ) |
79- | 38 | [ Boston Housing Prediction] ( ./projects/boston-housing-prediction ) | [ ☝🏻] ( ) |
80- | 39 | [ Employee Management System] ( ./projects/employee-management-system ) | [ ☝🏻] ( ) |
81- | 40 | [ Disease Prediction] ( ./projects/disease-prediction ) | [ ☝🏻] ( ) |
82- | 41 | [ Heart Disease Prediction using Logistic Regression] ( ./projects/heart-disease-logistic-regression ) | [ ☝🏻] ( ) |
83- | 42 | [ Prediction of Wine Type] ( ./projects/wine-type-prediction ) | [ ☝🏻] ( ) |
84- | 43 | [ Parkinson’s Disease Prediction] ( ./projects/parkinsons-disease-prediction ) | [ ☝🏻] ( ) |
85- | 44 | [ Breast Cancer Diagnosis using Logistic Regression] ( ./projects/breast-cancer-logistic-regression ) | [ ☝🏻] ( ) |
86- | 45 | [ Cancer Cell Classification] ( ./projects/cancer-cell-classification ) | [ ☝🏻] ( ) |
87- | 46 | [ Breast Cancer Diagnosis using KNN] ( ./projects/breast-cancer-knn ) | [ ☝🏻] ( ) |
88- | 47 | [ Autism Prediction] ( ./projects/autism-prediction ) | [ ☝🏻] ( ) |
89- | 48 | [ Medical Insurance Price Prediction] ( ./projects/medical-insurance-price-prediction ) | [ ☝🏻] ( ) |
90- | 49 | [ Skin Cancer Detection] ( ./projects/skin-cancer-detection ) | [ ☝🏻] ( ) |
91- | 50 | [ Heart Disease Prediction using ANN] ( ./projects/heart-disease-ann ) | [ ☝🏻] ( ) |
92- | 51 | [ Predicting Air Quality Index] ( ./projects/air-quality-index-prediction ) | [ ☝🏻] ( ) |
93- | 52 | [ Predicting Air Quality with Neural Networks] ( ./projects/air-quality-nn ) | [ ☝🏻] ( ) |
94- | 53 | [ Titanic Survival Prediction] ( ./projects/titanic-survival-prediction ) | [ ☝🏻] ( ) |
95- | 54 | [ Wine Quality Prediction] ( ./projects/wine-quality-prediction ) | [ ☝🏻] ( ) |
96- | 55 | [ IPL Score Prediction using Deep Learning] ( ./projects/ipl-score-prediction ) | [ ☝🏻] ( ) |
97- | 56 | [ Calories Burnt Prediction] ( ./projects/calories-burnt-prediction ) | [ ☝🏻] ( ) |
98- | 57 | [ Vehicle Count Prediction from Sensor Data] ( ./projects/vehicle-count-prediction ) | [ ☝🏻] ( ) |
99- | 58 | [ Ola Bike Ride Request Forecast] ( ./projects/ola-ride-forecast ) | [ ☝🏻] ( ) |
100- | 59 | [ Rainfall Prediction] ( ./projects/rainfall-prediction ) | [ ☝🏻] ( ) |
101- | 60 | [ Human Scream Detection & Analysis] ( ./projects/human-scream-detection ) | [ ☝🏻] ( ) |
102- | 61 | [ Spaceship Titanic Project] ( ./projects/spaceship-titanic ) | [ ☝🏻] ( ) |
103- | 62 | [ Inventory Demand Forecasting] ( ./projects/inventory-demand-forecasting ) | [ ☝🏻] ( ) |
104- | 63 | [ Waiter’s Tip Prediction] ( ./projects/waiters-tip-prediction ) | [ ☝🏻] ( ) |
105- | 64 | [ Fake News Detection] ( ./projects/fake-news-detection ) | [ ☝🏻] ( ) |
106- | 65 | [ Fake News Detection Model] ( ./projects/fake-news-detection-model ) | [ ☝🏻] ( ) |
107- | 66 | [ Predict Fuel Efficiency] ( ./projects/fuel-efficiency-prediction ) | [ ☝🏻] ( ) |
108- | 67 | [ Multiclass Image Classification] ( ./projects/multiclass-image-classification ) | [ ☝🏻] ( ) |
109- | 68 | [ Image Caption Generator] ( ./projects/image-caption-generator ) | [ ☝🏻] ( ) |
110- | 69 | [ Face Mask Detection] ( ./projects/face-mask-detection ) | [ ☝🏻] ( ) |
111- | 70 | [ Dog Breed Classification] ( ./projects/dog-breed-classification ) | [ ☝🏻] ( ) |
112- | 71 | [ Flower Recognition] ( ./projects/flower-recognition ) | [ ☝🏻] ( ) |
113- | 72 | [ Cat & Dog Classification using CNN] ( ./projects/cat-dog-classification ) | [ ☝🏻] ( ) |
114- | 73 | [ Traffic Signs Recognition] ( ./projects/traffic-sign-recognition ) | [ ☝🏻] ( ) |
115- | 74 | [ Residual Networks (ResNet) ] ( ./projects/resnet-classification ) | [ ☝🏻] ( ) |
116- | 75 | [ Lung Cancer Detection using CNN] ( ./projects/lung-cancer-detection-cnn ) | [ ☝🏻] ( ) |
117- | 76 | [ Lung Cancer Detection using Transfer Learning] ( ./projects/lung-cancer-detection-transfer ) | [ ☝🏻] ( ) |
118- | 77 | [ Black and White Image Colorization] ( ./projects/image-colorization ) | [ ☝🏻] ( ) |
119- | 78 | [ Pneumonia Detection using Deep Learning] ( ./projects/pneumonia-detection ) | [ ☝🏻] ( ) |
120- | 79 | [ Detecting COVID-19 with Chest X-Ray] ( ./projects/covid19-chest-xray ) | [ ☝🏻] ( ) |
121- | 80 | [ COVID-19 Detection using CNN] ( ./projects/covid19-detection-cnn ) | [ ☝🏻] ( ) |
122- | 81 | [ Image Segmentation] ( ./projects/image-segmentation ) | [ ☝🏻] ( ) |
123- | 82 | [ Ted Talks Recommendation System] ( ./projects/ted-talks-recommendation ) | [ ☝🏻] ( ) |
124- | 83 | [ Movie Recommender System] ( ./projects/movie-recommender-system ) | [ ☝🏻] ( ) |
125- | 84 | [ Movie Recommendation based on Emotion] ( ./projects/movie-recommendation-emotion ) | [ ☝🏻] ( ) |
126- | 85 | [ Music Recommendation System] ( ./projects/music-recommendation-system ) | [ ☝🏻] ( ) |
127- | 86 | [ Speech Recognition] ( ./projects/speech-recognition ) | [ ☝🏻] ( ) |
128- | 87 | [ Voice Assistant] ( ./projects/voice-assistant ) | [ ☝🏻] ( ) |
129- | 88 | [ Next Sentence Prediction] ( ./projects/next-sentence-prediction ) | [ ☝🏻] ( ) |
130- | 89 | [ Hate Speech Detection] ( ./projects/hate-speech-detection ) | [ ☝🏻] ( ) |
131- | 90 | [ Fine-tuning BERT for Sentiment Analysis] ( ./projects/bert-sentiment-analysis ) | [ ☝🏻] ( ) |
132- | 91 | [ Sentiment Classification using BERT] ( ./projects/sentiment-classification-bert ) | [ ☝🏻] ( ) |
133- | 92 | [ Sentiment Analysis with RNN] ( ./projects/sentiment-analysis-rnn ) | [ ☝🏻] ( ) |
134- | 93 | [ Autocorrect Feature] ( ./projects/autocorrect-feature ) | [ ☝🏻] ( ) |
135- | 94 | [ Analysis of Restaurant Reviews ] ( ./projects/restaurant-reviews-analysis ) | [ ☝🏻] ( ) |
136- | 95 | [ Restaurant Review Analysis using NLP & SQLite] ( ./projects/restaurant-review-nlp-sqlite ) | [ ☝🏻] ( ) |
137- | 96 | [ Intrusion Detection System] ( ./projects/intrusion-detection-system ) | [ ☝🏻] ( ) |
138- | 97 | [ License Plate Recognition] ( ./projects/license-plate-recognition ) | [ ☝🏻] ( ) |
139- | 98 | [ Car License Plate Detection & Recognition] ( ./projects/car-license-plate-recognition ) | [ ☝🏻] ( ) |
74+ | 33 | Flipkart Reviews Sentiment Analysis| [ ☝🏻] ( ) |
75+ | 34 | Click-Through Rate Prediction | [ ☝🏻] ( ) |
76+ | 35 | Loan Approval Prediction using ML Models | [ ☝🏻] ( ) |
77+ | 36 | Loan Eligibility Prediction using SVM | [ ☝🏻] ( ) |
78+ | 37 | House Price Prediction | [ ☝🏻] ( ) |
79+ | 38 | Boston Housing Prediction | [ ☝🏻] ( ) |
80+ | 39 | Employee Management System | [ ☝🏻] ( ) |
81+ | 40 | Disease Prediction] | [ ☝🏻] ( ) |
82+ | 41 | Heart Disease Prediction using Logistic Regression | [ ☝🏻] ( ) |
83+ | 42 | Prediction of Wine Type | [ ☝🏻] ( ) |
84+ | 43 | Parkinson’s Disease Prediction | [ ☝🏻] ( ) |
85+ | 44 | Breast Cancer Diagnosis using Logistic Regression| [ ☝🏻] ( ) |
86+ | 45 | Cancer Cell Classification | [ ☝🏻] ( ) |
87+ | 46 | Breast Cancer Diagnosis using KNN | [ ☝🏻] ( ) |
88+ | 47 | Autism Prediction | [ ☝🏻] ( ) |
89+ | 48 | Medical Insurance Price Prediction | [ ☝🏻] ( ) |
90+ | 49 | Skin Cancer Detection | [ ☝🏻] ( ) |
91+ | 50 | Heart Disease Prediction using ANN | [ ☝🏻] ( ) |
92+ | 51 | Predicting Air Quality Index | [ ☝🏻] ( ) |
93+ | 52 | Predicting Air Quality with Neural Networks | [ ☝🏻] ( ) |
94+ | 53 | Titanic Survival Prediction | [ ☝🏻] ( ) |
95+ | 54 | Wine Quality Prediction | [ ☝🏻] ( ) |
96+ | 55 | IPL Score Prediction using Deep Learning | [ ☝🏻] ( ) |
97+ | 56 | Calories Burnt Prediction | [ ☝🏻] ( ) |
98+ | 57 | Vehicle Count Prediction from Sensor Data | [ ☝🏻] ( ) |
99+ | 58 | Ola Bike Ride Request Forecast | [ ☝🏻] ( ) |
100+ | 59 | Rainfall Prediction | [ ☝🏻] ( ) |
101+ | 60 | Human Scream Detection & Analysis | [ ☝🏻] ( ) |
102+ | 61 | Spaceship Titanic Project | [ ☝🏻] ( ) |
103+ | 62 | Inventory Demand Forecasting | [ ☝🏻] ( ) |
104+ | 63 | Waiter’s Tip Prediction | [ ☝🏻] ( ) |
105+ | 64 | Fake News Detection] | [ ☝🏻] ( ) |
106+ | 65 | Fake News Detection Model | [ ☝🏻] ( ) |
107+ | 66 | Predict Fuel Efficiency | [ ☝🏻] ( ) |
108+ | 67 | Multiclass Image Classification | [ ☝🏻] ( ) |
109+ | 68 | Image Caption Generator | [ ☝🏻] ( ) |
110+ | 69 | Face Mask Detection | [ ☝🏻] ( ) |
111+ | 70 | Dog Breed Classification | [ ☝🏻] ( ) |
112+ | 71 | Flower Recognition | [ ☝🏻] ( ) |
113+ | 72 | Cat & Dog Classification using CNN | [ ☝🏻] ( ) |
114+ | 73 | Traffic Signs Recognition | [ ☝🏻] ( ) |
115+ | 74 | Residual Networks (ResNet) | [ ☝🏻] ( ) |
116+ | 75 | Lung Cancer Detection using CNN | [ ☝🏻] ( ) |
117+ | 76 | Lung Cancer Detection using Transfer Learning | [ ☝🏻] ( ) |
118+ | 77 | Black and White Image Colorization | [ ☝🏻] ( ) |
119+ | 78 | Pneumonia Detection using Deep Learning | [ ☝🏻] ( ) |
120+ | 79 | Detecting COVID-19 with Chest X-Ray | [ ☝🏻] ( ) |
121+ | 80 | COVID-19 Detection using CNN | [ ☝🏻] ( ) |
122+ | 81 | Image Segmentation | [ ☝🏻] ( ) |
123+ | 82 | Ted Talks Recommendation System| [ ☝🏻] ( ) |
124+ | 83 | Movie Recommender System | [ ☝🏻] ( ) |
125+ | 84 | Movie Recommendation based on Emotion | [ ☝🏻] ( ) |
126+ | 85 | Music Recommendation System | [ ☝🏻] ( ) |
127+ | 86 | Speech Recognition | [ ☝🏻] ( ) |
128+ | 87 | Voice Assistant | [ ☝🏻] ( ) |
129+ | 88 | Next Sentence Prediction | [ ☝🏻] ( ) |
130+ | 89 | Hate Speech Detection | [ ☝🏻] ( ) |
131+ | 90 | Fine-tuning BERT for Sentiment Analysis | [ ☝🏻] ( ) |
132+ | 91 | Sentiment Classification using BERT | [ ☝🏻] ( ) |
133+ | 92 | Sentiment Analysis with RNN | [ ☝🏻] ( ) |
134+ | 93 | Autocorrect Feature | [ ☝🏻] ( ) |
135+ | 94 | Analysis of Restaurant Review | [ ☝🏻] ( ) |
136+ | 95 | Restaurant Review Analysis using NLP & SQLite | [ ☝🏻] ( ) |
137+ | 96 | Intrusion Detection System | [ ☝🏻] ( ) |
138+ | 97 | License Plate Recognition | [ ☝🏻] ( ) |
139+ | 98 | Car License Plate Detection & Recognition | [ ☝🏻] ( ) |
140140| 99 | [ Age Detection] ( ./projects/age-detection ) | [ ☝🏻] ( ) |
141- | 100 | [ Face & Hand Landmarks Detection] ( ./projects/face-hand-landmarks-detection ) | [ ☝🏻] ( ) |
141+ | 100 | Face & Hand Landmarks Detection | [ ☝🏻] ( ) |
142142| 101 | Human Activity Recognition | [ ☝🏻] ( ) |
143143| 102 | Sequential Model with Abalone Dataset | [ ☝🏻] ( ) |
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