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40 Real World Data Science, Machine Learning Projects 2021
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[TutsNode.com] - 40 Real World Data Science, Machine Learning Projects 2021 (Size: 14.57 GB) (Files: 744)
[TutsNode.com] - 40 Real World Data Science, Machine Learning Projects 2021
1. Introduction To The Course
1. Introduction.srt
2. Introduction Course Outline.srt
3. Udemy Course Feedback.srt
2. Introduction Course Outline.mp4
1. Introduction.mp4
3. Udemy Course Feedback.mp4
16. Project-15 Cats Vs Dogs Classification App
2. Creating Project Notebook.mp4
2. Creating Project Notebook.srt
5. Building Flask App.srt
3. Building Model.srt
6. Download the project files.html
4. Building Flask App.srt
1. Introduction.srt
6.1 Cats Vs Dogs App Code.zip
3. Building Model.mp4
5. Building Flask App.mp4
4. Building Flask App.mp4
1. Introduction.mp4
31. Project-30 Building A Chatbot Application (NLP)
6.1 Chatbot files.zip
4. text normalization.srt
5. Creating a application.srt
2. Understanding data.srt
3. data visualization.srt
1. Importing libraries and data.srt
6. Download the project files.html
4. text normalization.mp4
5. Creating a application.mp4
3. data visualization.mp4
2. Understanding data.mp4
1. Importing libraries and data.mp4
13. Project-12 Attrition Rate Django App
5.1 2-Attrition Rate Django code.zip
4. Deploying App In Heroku.srt
5. Download the project files.html
2. Creating Colab Notebook.srt
3. Creating Django App.srt
1. Introduction.srt
2. Creating Colab Notebook.mp4
3. Creating Django App.mp4
4. Deploying App In Heroku.mp4
1. Introduction.mp4
32. Project-31 Video Game Sales Prediction Using Machine Learning
4. Creating Django App.srt
6.1 Video games sales - Code.zip
2. Google Colab part-1.srt
5. Heroku App Deployment.srt
3. Google Colab part-2.srt
1. Introduction.srt
6. Download the project files.html
2. Google Colab part-1.mp4
4. Creating Django App.mp4
5. Heroku App Deployment.mp4
3. Google Colab part-2.mp4
1. Introduction.mp4
2. Project-1 Pan Card Tempering Detector App (With Deployment)
1. Introduction.srt
8. Download the project files.html
7. Testing the deployed pan card detector.srt
8.2 Pan Card Tampering Flask App.zip
8.1 Collab Code.zip
3. Creating the pancard detector with opencv.srt
6. Deploy the app in Heroku.srt
5. Creating Important functions.srt
2. Loading libraries and dataset.srt
4. Creating the Flask App.srt
3. Creating the pancard detector with opencv.mp4
6. Deploy the app in Heroku.mp4
2. Loading libraries and dataset.mp4
5. Creating Important functions.mp4
1. Introduction.mp4
4. Creating the Flask App.mp4
7. Testing the deployed pan card detector.mp4
3. Project-2 Dog breed prediction Flask App
8.2 Dog Breed Prediction Streamlit App.zip
8. Download the project files.html
1. Introduction.srt
5. Testing the model.srt
8.1 Collab Code.zip
4. Build and Train Model.srt
6. Creating the Flask App.srt
2. Importing the data and libraries.srt
7. Running the app in system.srt
3. Data Preprocessing.srt
4. Build and Train Model.mp4
2. Importing the data and libraries.mp4
3. Data Preprocessing.mp4
6. Creating the Flask App.mp4
5. Testing the model.mp4
7. Running the app in system.mp4
1. Introduction.mp4
6. Project-5 Text Extraction From Images App
7.2 Text Extraction Flask App.zip
7. Download the project files.html
7.1 Collab Code.zip
1. Introduction.srt
6. Running the extractor app.srt
5. Creating the extractor app.srt
4. Modifiying the extractor.srt
3. Extracting the test from image.srt
2. Importing libraries and data.srt
4. Modifiying the extractor.mp4
3. Extracting the test from image.mp4
5. Creating the extractor app.mp4
2. Importing libraries and data.mp4
1. Introduction.mp4
6. Running the extractor app.mp4
7. Project-6 Plant Disease Prediction App (With Deployment)
2. Importing libraries and data.srt
6. Download the project files.html
5. Creating an app using streamlit.srt
4. Model building.srt
3. Understanding the data.srt
1. Introduction.srt
4. Model building.mp4
5. Creating an app using streamlit.mp4
3. Understanding the data.mp4
1. Introduction.mp4
2. Importing libraries and data.mp4
6.1 Collab Code.zip
6.2 Plant Disease Flask App.zip
40. Project-39 Petrol Price Forecasting using Auto Keras
7. Download the project files.html
7.1 Petrol Price Forecasting- Auto Kearas- Code Files.zip
3. Data Analysis and splitting of Data.srt
6. Model Building and prediction using ARIMA and Auto Keras (Auto ML).srt
4. Data Preprocessing.srt
1. Introduction to the Project.srt
5. Model Building and Prediction using LSTM model.srt
2. Importing Libraries and Data Set.srt
3. Data Analysis and splitting of Data.mp4
6. Model Building and prediction using ARIMA and Auto Keras (Auto ML).mp4
4. Data Preprocessing.mp4
5. Model Building and Prediction using LSTM model.mp4
1. Introduction to the Project.mp4
2. Importing Libraries and Data Set.mp4
4. Project-3 Image Watermarking App (With Deployment)
6. Download the project files.html
6.1 Collab Code.zip
1. Introduction.srt
4. Creating the app.srt
3. Create text and image watermark.srt
5. Deploying the app in Heroku.srt
2. Importing libraries and logo.srt
3. Create text and image watermark.mp4
4. Creating the app.mp4
5. Deploying the app in Heroku.mp4
2. Importing libraries and logo.mp4
1. Introduction.mp4
6.2 Image Watermarking Flask App.zip
19. Project-18 Restaurant Recommendation System
4. Data Analysis2.mp4
5.1 Restaurant Rec - Code.zip
4. Data Analysis2.srt
2. Creating Colab Notebook.srt
3. Exploratory Data Analysis.srt
5. Download the project files.html
1. Introduction.srt
2. Creating Colab Notebook.mp4
3. Exploratory Data Analysis.mp4
1. Introduction.mp4
14. Project-13 Pokemon Dataset App (With Deployment)
5.1 Pokemon APP Code.zip
5. Download the project files.html
2. Creating Colab Notebook.srt
3. Creating DJango APP.srt
4. Deploying APP in Heroku.srt
1. Introduction.srt
2. Creating Colab Notebook.mp4
3. Creating DJango APP.mp4
4. Deploying APP in Heroku.mp4
1. Introduction.mp4
39. Project-38 Flight Fare Detection using Auto SK Learn
9.1 Flight fare- auto sk learn- Project Code and Files.zip
5. Feature Engineering 2.srt
8. Model Building and Prediction using Auto SK Learn.srt
7. Model Building using ML.srt
2. Importing Libraries and DataSet.srt
4. Feature Engineering 1.srt
3. Data Analysis.srt
1. Introduction to the Project.srt
6. Feature Selection.srt
9. Download the project files.html
5. Feature Engineering 2.mp4
2. Importing Libraries and DataSet.mp4
4. Feature Engineering 1.mp4
8. Model Building and Prediction using Auto SK Learn.mp4
7. Model Building using ML.mp4
3. Data Analysis.mp4
6. Feature Selection.mp4
1. Introduction to the Project.mp4
5. Project-4 Traffic sign classification
6. Download the project files.html
6.1 Collab Code.zip
4. Creating and testing the model.srt
2. Importing the data and libraries.srt
5. Creating model for test set.srt
3. Image processing.srt
1. Introduction.srt
4. Creating and testing the model.mp4
2. Importing the data and libraries.mp4
5. Creating model for test set.mp4
3. Image processing.mp4
1. Introduction.mp4
29. Project-28 Covid-19 Case Analysis
5.1 Covid-19 Analysis Files.zip
4. Data Analysis part2.srt
3. Data Analysis part1.srt
2. data preprocessing.srt
1. Importing libraries and data.srt
5. Download the project files.html
4. Data Analysis part2.mp4
2. data preprocessing.mp4
3. Data Analysis part1.mp4
1. Importing libraries and data.mp4
8. Project-7 Counting & Detecting Vehicles Flask App
5.2 Detect and Count Vehicle Flask App.zip
5. Download the project files.html
4. Creating a Flask APP.srt
3. Transforing Images and creating output.srt
2. Importing libraries.srt
1. Introduction.srt
3. Transforing Images and creating output.mp4
4. Creating a Flask APP.mp4
1. Introduction.mp4
2. Importing libraries.mp4
5.1 Collab Code.zip
20. Project-19 Happiness Ranking App
5.1 Happiness Ranking - Code.zip
2. Project Notebook.mp4
2. Project Notebook.srt
1. Introduction.srt
3. Creating Django App.srt
4. Deploying Django App.srt
5. Download the project files.html
3. Creating Django App.mp4
4. Deploying Django App.mp4
1. Introduction.mp4
24. Project-23 Parkinson Syndrome Prediction
1. Importing libraries and data.srt
6.1 Parkinson Disease files.zip
5. Model building part 2.srt
4. Model building part 1.srt
2. Understanding the data.srt
3. data visualization.srt
6. Download the project files.html
5. Model building part 2.mp4
4. Model building part 1.mp4
2. Understanding the data.mp4
3. data visualization.mp4
1. Importing libraries and data.mp4
9. Project-8 Face Swapping Deep Learning Application
5. Download the project files.html
4. Creating A Flask Application.srt
3. Data preprocessing and creating output.srt
1. Introduction.srt
5.1 Collab code.zip
2. Importing libraries and data.srt
3. Data preprocessing and creating output.mp4
4. Creating A Flask Application.mp4
5.2 Face Swap Flask App.zip
2. Importing libraries and data.mp4
1. Introduction.mp4
17. Project-16 Customer Revenue Prediction App (With Deployment)
5.1 Customer Revenue Prediction Code.zip
2. Colab Notebook.srt
3. Creating Flask App.srt
4. Deploying Flask App.srt
5. Download the project files.html
1. Introduction.srt
2. Colab Notebook.mp4
3. Creating Flask App.mp4
4. Deploying Flask App.mp4
1. Introduction.mp4
37. Project-36 Heart Attack Risk Prediction With Auto ML
7.1 Heart Attack Preidction- Auto Ml -Code Files.zip
6. Model building and Predictions using Auto ML( Eval ML ).srt
3. Data Analysis.srt
4. Model Building Part 1.srt
5. Model building part 2.srt
1. Introduction to the Project.srt
2. Importing Libraries and Datasets.srt
7. Download the project files.html
6. Model building and Predictions using Auto ML( Eval ML ).mp4
3. Data Analysis.mp4
4. Model Building Part 1.mp4
5. Model building part 2.mp4
1. Introduction to the Project.mp4
2. Importing Libraries and Datasets.mp4
11. Project-10 Intel Image Classification App
4. Creating a Flask App.srt
5. Download the project files.html
3. Creating a Model.srt
2. Importing and processing data.srt
1. Introduction.srt
3. Creating a Model.mp4
2. Importing and processing data.mp4
4. Creating a Flask App.mp4
5.1 Collab Code.zip
1. Introduction.mp4
5.2 Intel Image Flask App.zip
18. Project-17 Gender From Voice Prediction App
2. Creating Project Notebook.mp4
2. Creating Project Notebook.srt
3. Creating Project App Django.srt
4. Deploying The App.srt
1. Introduction.srt
5. Download the project files.html
3. Creating Project App Django.mp4
4. Deploying The App.mp4
1. Introduction.mp4
5.1 Voice Gender Prediction code.zip
12. Project-11 Sentiment Analysis App (With Deployment)
5.1 1-Sentiment Analysis Code.zip
5. Download the project files.html
2. Project Notebook Google Colab.srt
4. Deploying APP in Heroku.srt
3. Building Django App.srt
1. Introduction.srt
2. Project Notebook Google Colab.mp4
4. Deploying APP in Heroku.mp4
3. Building Django App.mp4
1. Introduction.mp4
10. Project-9 Bird Species Prediction App
6. Download the project files.html
5. Creating A Flask App.srt
1. Introduction.srt
4. Creating ML Model.srt
2. Improting Libraries And Data.srt
3. Data processing.srt
4. Creating ML Model.mp4
5. Creating A Flask App.mp4
2. Improting Libraries And Data.mp4
3. Data processing.mp4
1. Introduction.mp4
6.2 Collab Code.zip
6.1 Bird Species Flask App.zip
41. Project-40 Bank Customer Churn Prediction using H2O Auto ML
7.1 Bank Customer Churn-Auto Keras -Project code and Files.zip
3. Data Analysis.srt
6. Model Building and Prediction using H2O Auto ML(Auto ML).srt
4. Feature Engineering.srt
5. Model Building and Prediction using ANN.srt
1. Introduction to the Project.srt
2. Importing Libraries and Data Set.srt
7. Download the project files.html
6. Model Building and Prediction using H2O Auto ML(Auto ML).mp4
3. Data Analysis.mp4
4. Feature Engineering.mp4
5. Model Building and Prediction using ANN.mp4
1. Introduction to the Project.mp4
2. Importing Libraries and Data Set.mp4
15. Project-14 Face Detection App Streamlit
5.1 Face Detection App- Code.zip
5. Download the project files.html
2. Creating The Face App Using OpenCV1.srt
4. Creating The face app3.srt
3. Creating The face app2.srt
1. Introduction.srt
2. Creating The Face App Using OpenCV1.mp4
4. Creating The face app3.mp4
3. Creating The face app2.mp4
1. Introduction.mp4
21. Project-20 Forest Fire Prediction App
2. Project Notebook.srt
4. Creating Django App.srt
5. Deploying Django App.srt
3. Project Notebook Part2.srt
1. Introduction.srt
6. Download the project files.html
2. Project Notebook.mp4
6.1 Forest Fires App -Code.zip
4. Creating Django App.mp4
3. Project Notebook Part2.mp4
5. Deploying Django App.mp4
1. Introduction.mp4
30. Project-29 Customer Churning Prediction
3. data visualization.srt
4. Model building.srt
1. Importing libraries and data.srt
5. Hypertuning.srt
2. Understanding data.srt
6. Download the project files.html
3. data visualization.mp4
4. Model building.mp4
1. Importing libraries and data.mp4
5. Hypertuning.mp4
2. Understanding data.mp4
6.1 Customer churn files.zip
35. Project-34 Create Mushroom Classification App & Deploy On Heruko
2. Importing libraries and Understanding data.srt
4. Building Django Application.srt
3. Building the model.srt
5. Deploying on Heroku.srt
1. Introduction.srt
6. Download the project files.html
2. Importing libraries and Understanding data.mp4
4. Building Django Application.mp4
3. Building the model.mp4
5. Deploying on Heroku.mp4
1. Introduction.mp4
6.1 Mushroom Classification App Code.zip
36. Project-35 Mobile App Rating Prediction Django App- Deploy On Heruko
5. Django Application.srt
2. Introduction to libraries and dataset.srt
3. Preprocessing the data.srt
6. Deploying to Heroku.srt
4. building the model.srt
1. Introduction.srt
7. Download the project files.html
2. Introduction to libraries and dataset.mp4
5. Django Application.mp4
3. Preprocessing the data.mp4
4. building the model.mp4
6. Deploying to Heroku.mp4
1. Introduction.mp4
7.1 Google App rating preiction Code.zip
34. Project-33 Affair Prediction App & Deploy On Heruko
6. Django Application building.srt
3. Feature Building and Selection.srt
2. Introductory Machine Learning model building.srt
7. Deploying on Heroku.srt
5. Django Application Introduction.srt
4. Model Building.srt
1. Introduction.srt
8. Download the project files.html
6. Django Application building.mp4
3. Feature Building and Selection.mp4
2. Introductory Machine Learning model building.mp4
5. Django Application Introduction.mp4
7. Deploying on Heroku.mp4
4. Model Building.mp4
1. Introduction.mp4
8.1 Affair prediction- Code.zip
25. Project-24 Fake News Classifier Using NLP
5. Model Building.srt
3. Text cleaning.srt
2. data preprocessing.srt
1. Importing libraries and data.srt
4. Vectorizer.srt
6. Download the project files.html
5. Model Building.mp4
3. Text cleaning.mp4
2. data preprocessing.mp4
6.1 Fake news classifier files.zip
1. Importing libraries and data.mp4
4. Vectorizer.mp4
38. Project-37 Credit Card Fraud Detection using PyCaret
5. Model Building and Prediction using PyCaret (Auto ML).srt
4. Model Building using M.srt
3. Data Analysis.srt
1. Introduction to the Project.srt
2. Importing Libraries and DataSet.srt
6. Download the project files.html
5. Model Building and Prediction using PyCaret (Auto ML).mp4
6.1 Credit Card Fraud Using Pycaret -Code and Files.zip
4. Model Building using M.mp4
3. Data Analysis.mp4
1. Introduction to the Project.mp4
2. Importing Libraries and DataSet.mp4
33. Project-32 Car Selling Price Prediction - Deploy On Heruko
4. Machine Learning model building part 3.srt
5. Creating Django Application part 1.srt
3. Machine Learning model building part2.srt
7. Deploying on Heroku.srt
6. Creating Django Application part2.srt
2. Machine Learning model building part1.srt
1. Introduction.srt
8. Download the project files.html
4. Machine Learning model building part 3.mp4
3. Machine Learning model building part2.mp4
5. Creating Django Application part 1.mp4
6. Creating Django Application part2.mp4
2. Machine Learning model building part1.mp4
7. Deploying on Heroku.mp4
8.1 Car selling price prediction -Code.zip
1. Introduction.mp4
27. Project-26 Movie Ratings Prediction (IMDB) Using NLP
5. Model building.srt
1. Importing libraries and data.srt
2. Understanding data.srt
4. data preprocessing.srt
3. data visualization.srt
6. Download the project files.html
5. Model building.mp4
2. Understanding data.mp4
1. Importing libraries and data.mp4
4. data preprocessing.mp4
3. data visualization.mp4
6.1 IMDB files.zip
28. Project-27 Air Quality Prediction
6. Model-building Part1.srt
5. Feature Engineering.srt
4. data preprocessing.srt
2. Understanding data.srt
1. Importing libraries & Data.srt
3. data visualization.srt
7. Model building part2.srt
8. Download the project files.html
6. Model-building Part1.mp4
5. Feature Engineering.mp4
3. data visualization.mp4
4. data preprocessing.mp4
2. Understanding data.mp4
1. Importing libraries & Data.mp4
7. Model building part2.mp4
8.1 Indian Air Quality Files.zip
22. Project-21 Black Friday Sale Prediction
3. Data visulaization and data preprocessing.srt
5. Model building part2.srt
4. Model building.srt
1. Importing libraries and data.srt
2. Understanding data.srt
6. Download the project files.html
3. Data visulaization and data preprocessing.mp4
5. Model building part2.mp4
4. Model building.mp4
2. Understanding data.mp4
1. Importing libraries and data.mp4
6.1 Notebook Black friday .zip
23. Project-22 Sentiment Analysis Using Natural Language Processing
4. Data preprocessing.srt
5. Model Building.srt
2. Text normalization.srt
1. Importing libraries and data.srt
3. Lemmatization.srt
6. Download the project files.html
4. Data preprocessing.mp4
5. Model Building.mp4
2. Text normalization.mp4
1. Importing libraries and data.mp4
3. Lemmatization.mp4
6.1 Sentiment analysis files.zip
26. Project-25 Toxic Comment Classifier Using NLP
5. Model building.srt
3. data visualization and preprocessing.srt
1. Importing libraries and data.srt
4. Balancing the target column.srt
6. Model evaluation.srt
2. Understanding data.srt
7. Download the project files.html
3. data visualization and preprocessing.mp4
5. Model building.mp4
4. Balancing the target column.mp4
1. Importing libraries and data.mp4
6. Model evaluation.mp4
2. Understanding data.mp4
7.1 Toxic Comment Classifier files.zip
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