Super-Notebooks-100

A collection of 100 Data Science Notebooks on different topics.

Our Genres:

A genre defines the field in which a problem exists.

G	E	N	R	E
Aerospace	Agriculture	Astronomy	Banking	Customer relations
Cyber security	E-Commerce	Education	Entertainment	Finance
Food and Lifestyle	Healthcare	Human Resouces	IT & Media	Industries
Logistic	Nature	Oil, Minerals & Energy	Art and Craft	Public Safety
Sales & Marketing	Science & Tech	Sports & Games	Transportation	Travels

Divisions:

S.No.	Divisions	No. of Notebooks
1	Machine Learning (ML)	29
2	Deep Learning (DL)	9
3	Exploratory Data Analysis (EDA)	24
4	Time Series Analysis (TSA)	12
5	Natural Language Processing (NLP)	14
6	Image Processing Computer Vision (IPCV)	10
7	General Adverserial Network (GAN)	3
T	Total Works	101

S.No.	Notebook Name	Genre	Divisions
1	Android Games	Entertainment	EDA
2	Formula 1 EDA	Sports & Games	EDA
3	Mall Customers Clustering	Sales & Marketing	ML
4	Zomato Restaurants EDA	Food & Lifestyle	EDA
5	MNIST Digit Recognization	Science & Tech	DL
6	Customer Churn ANN	Finance	DL
7	ARIMAX Approach to Stock Analysis	Finance	TSA
8	ARCH Modelling on Stock Data	Finance	TSA
9	ARMA Approach to Stock Analysis	Finance	TSA
10	The Doge Tale	Finance	TSA
11	Bitcoins TSA	Finance	TSA
12	Delhi Climate	Nature	TSA
13	Flight TSA	Transportation	TSA
14	Change background	IT & Media	IPCV
15	Calorie Burnout Prediction	Healthcare	ML
16	Netflix Stock Prediction	Finance	TSA
17	Covid Vaccine Stocks	Healthcare	TSA
18	Glass Classification	Industries	ML
19	Face Recognition using PCA	Public Safety	ML
20	Titanic Data Analysis	Education	ML
21	Olympics 2k21 EDA	Entertainment	EDA
22	Placement Season Analysis	Education	EDA
23	Digit Recognition	Education	DL
24	Customer Segmentation	E-Commerce	EDA
25	Money Hiest EDA	Entertainment	EDA
26	Pokemon EDA	Entertainment	EDA
27	Laptop Price Prediction and Recommendation	E-commerce	ML
28	Baby_names Gender Classification	Human Resource	NLP
29	Sales Prediction	E-Commerce	EDA
30	Police Killings	Public Safety	EDA
31	Heart Attack Prediction (ANN)	Healthcare	DL
32	Education in India	Education	EDA
33	Text Classification	Customer Relations	NLP
34	Webtoon Comics Humour Analysis	Entertainment	NLP
35	Loan Eligibility Prediction	Banking	ML
36	Water Quality Analysis	Nature	ML
37	Bank Marketing Analysis	Finance	ML
38	A/B Test Food Marketing	Sales & Marketing	ML
39	Coffee & Coding	Food and Lifestyle	EDA
40	NFT_EDA	Finance	EDA
41	Telco Churn Analysis	Banking	ML
42	Star Types	Astronomy	ML
43	GDP EDA	Finance	EDA
44	Car Tyre EDA	Transportation	EDA
45	UPI Transaction Analysis and Modelling	Finance	ML
46	Cyberbullying Twitter	IT & Media	NLP
47	TPS22 Analytic Modelling	Entertainment	ML
48	Kaggle Mart Analysis	Education	EDA
49	Medical Cost Predition	Healthcare	ML
50	Breast Camcer Prediction	Healthcare	ML
51	Alexa Sentiments Analysis	Entertainment	NLP
52	Song popularity Analysis	Entertainment	ML
53	Brain Tumour Classification and Prediction	Healthcare	ML
54	Q&A Chatbot Modelling	Customer relations	NLP
55	Amazon Customer Reviews	Sales and marketing	NLP
56	Smart Grid Prediction	Oil, Minerals & Energy	DL
57	Sign Language Detection	Education	DL
58	Soil Fertility Analysis Report	Agriculture	ML
59	Mushroom Classification	Agriculture	ML
60	Dynamic Crypto Screening	Finance	TSA
61	Bank Of England Interest Analysis	Banking	TSA
62	Sarcasm Detection	IT & Media	DL
63	Human Genome Classificaion	Science & Tech	ML
64	Coursera Course Recommendation	Education	NLP
65	Hepatitis C Medical Analysis	Healthcare	ML
66	Movie Analysis	Entertainment	NLP
67	Indian Unicorn Startups	Industries	EDA
68	BMI Prediction and Analysis	Healthcare	ML
69	Github Lingual Stats Analysis	Education	EDA
70	Omicron Tweet Sentiments	Healthcare	NLP
71	Playstore Review Sentiments Analysis	IT & Media	NLP
72	Horse Survival Prediction	Healthcare	ML
73	Incomplete Sentence Prediction	Cybersecurity	NLP
74	Patient Survival Prediction (using PyTorch)	Healthcare	DL
75	Employee Attrition Analysis	Human Resource	ML
76	Geospatial Analysis of Waste	Nature	EDA
77	Drug Classification	Healthcare	ML
78	Password Similarity Analysis	Cyber security	NLP
79	Crime Analysis in India	Public Security	EDA
80	Energy Consumption EDA	Oil, Minerals & Energy	TSA
81	Water Body Flow Analysis	Nature	EDA
82	White Wine Quality Analysis	Food & Lifestyle	ML
83	Education Affected by COVID-19 Analysis	Education	EDA
84	Whale vs Dolphin Analysis	Nature	IPCV
85	Mask and Distancing Detection	Healthcare	IPCV
86	Chess Piece Detection using Transfer Learing	Sports & Games	IPCV
87	Vegetable Image Classification (using CNN)	Agriculture	IPCV
88	Traffic Light Detection (using CNN)	Transportation	IPCV
89	Medical MNIST Image Detection	Healthcare	IPCV
90	Bird Species Classification	Nature	IPCV
91	Maize Leaf Disease Prediction	Agriculture	ICPV
92	Style Transfer using GAN	Art and Craft	GAN
93	Art Style Application (GAN)	Art and Craft	GAN
94	Dog Memorizer using GAN	Nature	GAN
95	Data Science Trend Analysis	Education	EDA
96	Male Female Eye Classification	Human Resources	DL
97	Kaggle Notebook Stats Analysis	Human Resources	EDA
98	License Plate Detection	Trasportation	ICPV
99	Autism Detection and Prediction	Healthcare	ML
100	Content-based classification of Websites	IT & Media	NLP
101	Crop Recommendation	Agriculture	ML
102	Solar Panel Fault Detection	Oil, Mineral & Energy	DL
103	Solar Power Generation Forecast	Oil, Mineral & Energy	TSA

Name		Name	Last commit message	Last commit date
Latest commit History 243 Commits
ARCH_Approach_to_Index_2k18_Stocks.ipynb		ARCH_Approach_to_Index_2k18_Stocks.ipynb
ARIMA_Approach_to_Index_2k18_Stocks.ipynb		ARIMA_Approach_to_Index_2k18_Stocks.ipynb
ARMA_Approach_to_Index2k18_Stocks.ipynb		ARMA_Approach_to_Index2k18_Stocks.ipynb
A_B_Test_Food_Marketing.ipynb		A_B_Test_Food_Marketing.ipynb
Alexa_Sentiments_Analysis.ipynb		Alexa_Sentiments_Analysis.ipynb
Amazon_Reviews_Analysis.ipynb		Amazon_Reviews_Analysis.ipynb
Android_Games_EDA.ipynb		Android_Games_EDA.ipynb
Art_Style_Transfer_(GAN).ipynb		Art_Style_Transfer_(GAN).ipynb
Autism_Detection_and_Prediction.ipynb		Autism_Detection_and_Prediction.ipynb
BMI_Prediction_and_Analysis.ipynb		BMI_Prediction_and_Analysis.ipynb
Baby_Names_Gender_Classification.ipynb		Baby_Names_Gender_Classification.ipynb
Bank_Marketing_Analysis.ipynb		Bank_Marketing_Analysis.ipynb
Bella_Ciao.ipynb		Bella_Ciao.ipynb
Bird_Species_Classification.ipynb		Bird_Species_Classification.ipynb
Bitcoins_TSA.ipynb		Bitcoins_TSA.ipynb
BoE_interest_analysis.ipynb		BoE_interest_analysis.ipynb
Brain_Tumour_Classification_and_Prediction.ipynb		Brain_Tumour_Classification_and_Prediction.ipynb
Breast_Cancer_Detection.ipynb		Breast_Cancer_Detection.ipynb
Calorie_Burnout_Prediction.ipynb		Calorie_Burnout_Prediction.ipynb
Car_Tyres_EDA.ipynb		Car_Tyres_EDA.ipynb
Change_Background.ipynb		Change_Background.ipynb
Chess_Piece_Detection_(Using_Transfer_Learning).ipynb		Chess_Piece_Detection_(Using_Transfer_Learning).ipynb
Classification_of_Websites.ipynb		Classification_of_Websites.ipynb
Coffee_&_Code.ipynb		Coffee_&_Code.ipynb
Coursera_Course_Recommendation_Engine.ipynb		Coursera_Course_Recommendation_Engine.ipynb
Covid_Vaccines_Stocks.ipynb		Covid_Vaccines_Stocks.ipynb
Crime_Analysis_in_India.ipynb		Crime_Analysis_in_India.ipynb
Crop_Recommendation.ipynb		Crop_Recommendation.ipynb
Cross_Validation.ipynb		Cross_Validation.ipynb
Customer_Segmentation.ipynb		Customer_Segmentation.ipynb
Cyberbullying_Twitter.ipynb		Cyberbullying_Twitter.ipynb
Data_Science_Trend_Analysis.ipynb		Data_Science_Trend_Analysis.ipynb
Deep_Churning.ipynb		Deep_Churning.ipynb
Dog_Memorizer_GAN.ipynb		Dog_Memorizer_GAN.ipynb
Drug_Classification.ipynb		Drug_Classification.ipynb
Dynamic_Crypto.ipynb		Dynamic_Crypto.ipynb
Education_Affected_by_COVID_19.ipynb		Education_Affected_by_COVID_19.ipynb
Education_in_India.ipynb		Education_in_India.ipynb
Employee_Attrition_Analysis.ipynb		Employee_Attrition_Analysis.ipynb
Energy_Consumption_TSA.ipynb		Energy_Consumption_TSA.ipynb
Ensembled_Diabetes_Detection.ipynb		Ensembled_Diabetes_Detection.ipynb
Face_Recognition_using_PCA_RA039_BDA.ipynb		Face_Recognition_using_PCA_RA039_BDA.ipynb
Formula_1_EDA.ipynb		Formula_1_EDA.ipynb
GDP_EDA.ipynb		GDP_EDA.ipynb
Geospatial_Analysis_of_Wastes.ipynb		Geospatial_Analysis_of_Wastes.ipynb
Github_Stats_Analysis.ipynb		Github_Stats_Analysis.ipynb
Glass_Classification.ipynb		Glass_Classification.ipynb
Heart_Attack_Prediction.ipynb		Heart_Attack_Prediction.ipynb
Hepatitis_C_Medical_Analysis.ipynb		Hepatitis_C_Medical_Analysis.ipynb
Horse_Survival_Prediction.ipynb		Horse_Survival_Prediction.ipynb
Human_Genome_Classification.ipynb		Human_Genome_Classification.ipynb
Image_Segmentation_using_FastAI.ipynb		Image_Segmentation_using_FastAI.ipynb
Incomplete_Sentence_Detection.ipynb		Incomplete_Sentence_Detection.ipynb
Indian_Startups.ipynb		Indian_Startups.ipynb
Kaggle_Mart_Analysis.ipynb		Kaggle_Mart_Analysis.ipynb
Kaggle_Notebooks_Analysis.ipynb		Kaggle_Notebooks_Analysis.ipynb
Laptop_EDA_and_Price_Prediction.ipynb		Laptop_EDA_and_Price_Prediction.ipynb
License_Plate_Detection.ipynb		License_Plate_Detection.ipynb
Liver Health Analysis.ipynb		Liver Health Analysis.ipynb
Loan_Eligibility.ipynb		Loan_Eligibility.ipynb
MNIST_Number_Recognition_DL.ipynb		MNIST_Number_Recognition_DL.ipynb
Maize_leaf_disease_prediction.ipynb		Maize_leaf_disease_prediction.ipynb
Male_Female_Eye_Classification.ipynb		Male_Female_Eye_Classification.ipynb
Mall_Customer_Clustering.ipynb		Mall_Customer_Clustering.ipynb
Mask_and_Distance_Detection.ipynb		Mask_and_Distance_Detection.ipynb
Medical_Cost_Prediction.ipynb		Medical_Cost_Prediction.ipynb
Medical_MNIST_Images.ipynb		Medical_MNIST_Images.ipynb
Movie_Rating_Analysis.ipynb		Movie_Rating_Analysis.ipynb
Mushroom_Classification.ipynb		Mushroom_Classification.ipynb
NFT_Sales_EDA.ipynb		NFT_Sales_EDA.ipynb
Netflix_Stock_Prediction.ipynb		Netflix_Stock_Prediction.ipynb
Number_Recognition_DL.ipynb		Number_Recognition_DL.ipynb
Olympic_EDA.ipynb		Olympic_EDA.ipynb
Omicron_Tweet_Sentiments.ipynb		Omicron_Tweet_Sentiments.ipynb
Password_Similarity_Analysis.ipynb		Password_Similarity_Analysis.ipynb
Patient_Survival_Predictor_(using_Pytorch).ipynb		Patient_Survival_Predictor_(using_Pytorch).ipynb
Placements_EDA.ipynb		Placements_EDA.ipynb
Playstore_Reviews_Sentiment_Analysis.ipynb		Playstore_Reviews_Sentiment_Analysis.ipynb
Pokemon_AutoViz.ipynb		Pokemon_AutoViz.ipynb
Police_Killings_EDA.ipynb		Police_Killings_EDA.ipynb
Q&A_Chatbot_Modelling.ipynb		Q&A_Chatbot_Modelling.ipynb
README.md		README.md
Sales_Prediction.ipynb		Sales_Prediction.ipynb
Sarcasm_Detection.ipynb		Sarcasm_Detection.ipynb
Sign_Language_Detection.ipynb		Sign_Language_Detection.ipynb
Smart_Grid_Prediction.ipynb		Smart_Grid_Prediction.ipynb
Soil_Fertility_Analysis.ipynb		Soil_Fertility_Analysis.ipynb
Song_Popularity_Analysis.ipynb		Song_Popularity_Analysis.ipynb
Star_Types.ipynb		Star_Types.ipynb
Style_Transfer_using_GAN.ipynb		Style_Transfer_using_GAN.ipynb
TPS22_Analytic_Modelling.ipynb		TPS22_Analytic_Modelling.ipynb
Telco_Churn_Analysis.ipynb		Telco_Churn_Analysis.ipynb
The_Doge_Tale.ipynb		The_Doge_Tale.ipynb
Titanic_EDA.ipynb		Titanic_EDA.ipynb
Traffic_Light_Detection_(CNN).ipynb		Traffic_Light_Detection_(CNN).ipynb
UPI_Transaction_Modelling_and_Analysis.ipynb		UPI_Transaction_Modelling_and_Analysis.ipynb
Vegetable_Image_Classification_(CNN).ipynb		Vegetable_Image_Classification_(CNN).ipynb
Water_Bodies_Flow_Analysis.ipynb		Water_Bodies_Flow_Analysis.ipynb
Water_Quality_Analysis.ipynb		Water_Quality_Analysis.ipynb
Webtoon_Comics_Sentiments_Analysis.ipynb		Webtoon_Comics_Sentiments_Analysis.ipynb

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