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50-Days 50-Projects Data Science, Machine Learning Bootcamp
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Name:50-Days 50-Projects Data Science, Machine Learning Bootcamp
Infohash: 6076C3CA189C18CD62809CF45AE6F11C48728689
Total Size: 23.28 GB
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[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp (Size: 23.28 GB) (Files: 782)
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp
21. Project-20 Book Genre Classification App -Deploy On Amazon Web Services
8. Deploying model on AWS EC2 instance.mp4
10. Download The Project Files.html
6. Integrating Model with Flask.mp4
2. Text Processing Part1.mp4
3. Text Processing Part2.mp4
4. Model Building.mp4
7. Touch points on AWS.mp4
5. Model Testing.mp4
1. Introduction.mp4
9. Fixing the Errors.mp4
10.1 Book genre classification -Code Files.zip
42. Project-41 Heart Attack Risk Prediction Using Eval ML (Auto ML)
7.1 Heart Attack Preidction- Auto Ml -Code Files.zip
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.mp4
5. Model Building Part 2.mp4
1. Introduction to the Project.mp4
2. Importing Libraries and Datasets.mp4
25. Project-24 Face Detection Streamlit App
5.1 Face Detection App- Code.zip
5. Download The Project Files.html
2. Creating The Face App.mp4
4. Creating The face app opencv.mp4
3. Creating The face app opencv.mp4
1. Introduction.mp4
4. Project-3 Image Watermarking App -Deploy On Heroku
6.1 Collab Code.zip
6. Download The Project Files.html
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
9. Project-8 Create A Face Swap Application
1. Introduction.srt
2. Importing libraries and data.srt
5. Download the project files.html
4. Creating A Flask App.srt
3. Data preprocessing and creating output.srt
5.1 Collab code.zip
3. Data preprocessing and creating output.mp4
4. Creating A Flask App.mp4
5.2 Face Swap Flask App.zip
2. Importing libraries and data.mp4
1. Introduction.mp4
26. Project-25 Cats Vs Dogs Classification Flask App
2. Creating Project Notebook.mp4
6. Download The Project Files.html
6.1 Cats Vs Dogs App Code.zip
3. Building Model.mp4
5. Building Flask App Deployment.mp4
4. Building Flask App.mp4
1. Introduction To Cats Vs Dogs Classification.mp4
49. Project-48 Pizza Price Prediction Using ML And EVALML(Auto ML)
7.1 Pizza price prediction- Project Code and Files.zip
7. Download The Project Files.html
6. Model Building and Prediction using EVAL ML(Auto ML).mp4
3. Data Analysis.mp4
4. Feature Engineering.mp4
5. Model Building using ML models.mp4
2. Importing Libraries and DataSet.mp4
1. Introduction to the project.mp4
30. Project-29 Happiness Ranking Django App -Deploy On Heroku
5.1 Happiness Ranking - Code.zip
2. Project Notebook.mp4
5. Download The Project Files.html
3. Creating Django App.mp4
4. Deploying Django App.mp4
1. Introduction.mp4
3. Project-2 Dog breed prediction Flask App
8.1 Collab Code.zip
8. Download The Project Files.html
8.2 Dog Breed Prediction Streamlit App.zip
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.mp4
1. Introduction to dog breed prediction.mp4
2. Project-1 Pan Card Tempering Detector App -Deploy On Heroku
8. Download The Project Files.html
8.2 Pan Card Tampering Flask App.zip
8.1 Collab Code.zip
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 To Pan Card Tempering Detector.mp4
4. Creating the Flask App.mp4
7. Testing the deployed pan card detector.mp4
28. Project-27 Gender From Voice Prediction App -Deploy On Heroku
2. Creating Project Notebook.mp4
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
50. Project-49 IPL Cricket Score Prediction Using TPOT (Auto ML)
8.1 IPL cricket score-Project Code and Files.zip
8. Download The Project Files.html
5. Model Building using ML Algorithms.mp4
4. Data Preprocessing.mp4
3. Data Analysis and Cleaning.mp4
6. Model Building using TPOT Auto ML Library-1.mp4
2. Importing Libraries and DataSet.mp4
1. Introduction to the Project.mp4
7. Model Building using TPOT Auto ML Library-2.mp4
5. Project-4 Traffic sign classification
6. Download The Project Files.html
6.1 Collab Code.zip
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 to traffic sign classification.mp4
6. Project-5 Text Extraction From Images Application
7. Download The Project Files.html
7.1 Collab Code.zip
7.2 Text Extraction Flask App.zip
4. Modifying the extractor.mp4
3. Extracting the test from image.mp4
5. creating the extractor app.mp4
2. Importing libraries and data.mp4
1. Introduction to text extraction.mp4
6. Running the extractor app.mp4
7. Project-6 Project On Plant Disease Prediction
6. Download the project files.html
3. Understanding the data.srt
1. Introduction.srt
5. Creating an app using streamlit.srt
4. Model building.srt
2. Importing libraries and data.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
8. Project-7 Vehicle Detection And Counting
5. Download the project files.html
3. Transforming Images and creating output.srt
4. Creating A Flask App.srt
2. Importing libraries and data.srt
1. Introduction.srt
5.2 Detect and Count Vehicle Flask App.zip
3. Transforming Images and creating output.mp4
4. Creating A Flask App.mp4
1. Introduction.mp4
2. Importing libraries and data.mp4
5.1 Collab Code.zip
10. Project-9 Bird Species Prediction Flask App
6. Download The Project Files.html
4. Creating ML Model.mp4
5. Creating A Flask App.mp4
2. Importing Libraries And Data.mp4
3. Data processing Bird Species Prediction.mp4
1. Introduction to Bird Species Prediction.mp4
6.2 Collab Code.zip
6.1 Bird Species Flask App.zip
11. Project-10 Intel Image Classification Flask App
5. Download The Project Files.html
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
12. Project-11 Language Translator App Using IBM Cloud Service -Deploy On Heroku
6. Download The Project Files.html
6.1 Language Translator -Project Files.zip
4. Coding the UI.mp4
5. Deployment on Heroku.mp4
3. Integrating Service.mp4
1. Introduction.mp4
2. Setting Service.mp4
13. Project-12 Predict Views On Advertisement Using IBM Watson -Deploy On Heroku
8. Download The Project Files.html
8.1 Advertisement Prediction -IBM watson-Code Files.zip
7. Deployment on Heroku Cloud.mp4
6. Integrating Watson Service with UI.mp4
4. Setting up Watson Studio Part-2.mp4
3. Setting up Watson Studio Part-1.mp4
5. Deploying the Model on Deployment Center..mp4
2. Introduction.mp4
1. Project Overview.mp4
14. Project-13 Laptop Price Predictor -Deploy On Heroku
16. Download The Project Files.html
11. Model Building Part-3.mp4
9. Model Building Part-1.mp4
7. EDA Part-6.mp4
14. Integrating with UI.mp4
6. EDA Part-5.mp4
8. EDA Part-7.mp4
5. EDA Part-4.mp4
10. Model Building Part-2.mp4
4. EDA Part-3.mp4
3. EDA Part-2.mp4
12. Model Building Part-4.mp4
15. Deployment on Heroku.mp4
2. EDA Part-1.mp4
1. Overview.mp4
13. Model Building Part-5.mp4
16.1 laptop price predictor -Code Files.zip
29. Project-28 Restaurant Recommendation System
4. Data Analysis2.mp4
5.1 Restaurant Rec - Code.zip
5. Download The Project Files.html
2. Creating Colab Notebook.mp4
3. Exploratory Data Analysis.mp4
1. Introduction.mp4
15. Project-14 WhatsApp Text Analyzer -Deploy On Heroku
15.1 Whatsapp text analyzer -Code Files.zip
15. Download The Project Files.html
7. Text Processing Part 4.mp4
5. Text Processing Part2.mp4
11. Text Analytics Part 4.mp4
8. Text Analytics Part 1.mp4
4. Text Processing Part 1.mp4
10. Text Analytics Part 3.mp4
12. Text Analytics Part 5.mp4
9. Text Analytics Part 2.mp4
14. Deployment on Heroku Cloud.mp4
13. Text Analytics Part 6.mp4
3. Project Structure.mp4
6. Text Processing Part 3.mp4
1. Introduction.mp4
2. Fetching Data from Whatsapp.mp4
16. Project-15 Course Recommendation System -Deploy On Heroku
7. Download The Project Files.html
7.1 Course recommendation system -Code Files.zip
3. Integrating with Flask Server.mp4
2. Coding Recommendation System.mp4
5. Integrating Python Code with JavaScript.mp4
4. Exploratory Data Analysis.mp4
6. Deployment on Heroku Cloud.mp4
1. Introduction.mp4
17. Project-16 IPL Match Win Predictor -Deploy On Heroku
9. Download The Project Files.html
9.1 IPL match predictor- Code Files.zip
4. EDA Part 3.mp4
8. Deployment on Heroku Cloud.mp4
6. Model Building.mp4
2. EDA Part 1.mp4
7. Coding the UI.mp4
5. EDA Part 4.mp4
3. EDA Part 2.mp4
1. Introduction.mp4
18. Project-17 Body Fat Estimator App -Deploy On Microsoft Azure
12. Download The Project Files.html
12.1 Body fat estimator -Code Files.zip
10. Model Deployment on Azure Part 1.mp4
9. Coding the UI Part 2.mp4
8. Coding the UI Part 1.mp4
4. Feature Selection Part 1.mp4
2. EDA Part 1.mp4
3. EDA Part 2.mp4
6. Model Building.mp4
7. Model Evaluation.mp4
5. Feature Selection Part 2.mp4
11. Model Deployment on Azure Part 2.mp4
1. Introduction.mp4
19. Project-18 Campus Placement Predictor App -Deploy On Microsoft Azure
13. Download The Project Files.html
13.1 Campus placement predictor -Code Files.zip
7. Hyper Parameter Tuning, Model Testing.mp4
10. Coding the UI Part 3.mp4
11. Deployment Part 1.mp4
5. Feature Selection.mp4
3. EDA Part 1.mp4
9. Coding the UI Part 2.mp4
2. Data Preprocessing.mp4
4. EDA Part 2.mp4
8. Coding the UI Part 1.mp4
6. Model Building.mp4
1. Introduction.mp4
12. Deployment Part 2.mp4
20. Project-19 Car Acceptability Predictor -Deploy On Google Cloud
8. Download The Project Files.html
8.1 Car acceptability prediction -Code Files.zip
7. Deployment on GCP (Google Cloud Platform).mp4
4. Coding the UI.mp4
5. Integrating Jinja Framework.mp4
2. Data Preprocessing.mp4
3. Model Building.mp4
6. Integrating JavaScript with Flask.mp4
1. Introduction.mp4
22. Project-21 Sentiment Analysis Django App -Deploy On Heroku
5. Download The Project Files.html
5.1 1-Sentiment Analysis Code.zip
2. Project Notebook -Google Colab.mp4
4. Deploying App in heroku.mp4
3. Building Django App.mp4
1. Introduction to Sentiment Analysis.mp4
23. Project-22 Attrition Rate Django Application
5. Download The Project Files.html
2. Creating Colab Notebook.mp4
5.1 2-Attrition Rate Django code.zip
3. Creating Django App.mp4
4. Deploying App in heroku.mp4
1. Introduction.mp4
24. Project-23 Find Legendary Pokemon Django App -Deploy On Heroku
5. Download The Project Files.html
5.1 Pokemon APP Code.zip
2. Creating Colab Notebook.mp4
3. Creating DJango App.mp4
4. Deploying App in heroku.mp4
1. Introduction.mp4
45. Project-44 Petrol Price Forecasting Using Auto Keras
7.1 Petrol Price Forecasting- Auto Kearas- Code Files.zip
7. Download The Project Files.html
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
27. Project-26 Customer Revenue Prediction App -Deploy On Heroku
5. Download The Project Files.html
2. Colab Notebook.mp4
5.1 Customer Revenue Prediction Code.zip
3. Creating Flask App.mp4
4. Deploying Flask App.mp4
1. Introduction To Customer Revenue Prediction.mp4
31. Project-30 Forest Fire Prediction Django App -Deploy On Heroku
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
32. Project-31 Build Car Prices Prediction App -Deploy On Heroku
8. Download The Project Files.html
4. Model building part3.mp4
3. Model building part2.mp4
5. Creating Django Application part1.mp4
6. Creating Django Application part2.mp4
2. Model building part1.mp4
7. Deploying on Heroku.mp4
8.1 Car selling price prediction -Code.zip
1. Introduction.mp4
33. Project-32 Build Affair Count Django App -Deploy On Heroku
8. Download The Project Files.html
6. Django Application building.mp4
3. Feature Building and Selection.mp4
2. 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
34. Project-33 Build Shrooming Predictions App -Deploy On Heroku
6. Download The Project Files.html
2. Importing libraries and Understanding Data.mp4
4. Building Django Application.mp4
3. Building the model.mp4
5. Delpoying on Heroku.mp4
1. Introduction.mp4
6.1 Mushroom Classification App Code.zip
35. Project-34 Google Play App Rating prediction With Deployment On Heroku
7. Download The Project Files.html
2. Importing 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
36. Project-35 Build Bank Customers Predictions Django App -Deploy On Heroku
6. Download The Project Files.html
2. Importing Libraries and understanding data.mp4
3. Building and training the model.mp4
4. Django Application.mp4
5. Deploying on heroku.mp4
1. Introduction.mp4
6.1 Bank Cards -Code.zip
37. Project-36 Build Artist Sculpture Cost Prediction Django App -Deploy On Heroku
6. Download The Project Files.html
3. Outliers and Model.mp4
2. Understanding the data.mp4
4. Building Django Application.mp4
5. Deploying to Heroku.mp4
6.1 Artist Sculpture- Code.zip
1. Introduction.mp4
38. Project-37 Build Medical Cost Predictions Django App -Deploy On Heroku
6. Download The Project Files.html
2. handling the data.mp4
4. Django Application.mp4
3. Building the model.mp4
5. Heroku Deployment.mp4
6.1 Medical- Code.zip
1. Introduction.mp4
39. Project-38 Phishing Webpages Classification Django App -Deploy On Heroku
6. Download The Project Files.html
2. Understanding the data.mp4
3. Feature Selection and model building.mp4
4. Django Application.mp4
5. Deploying on Heroku.mp4
1. Introduction.mp4
6.1 Phishing -Code.zip
40. Project-39 Clothing Fit-Size predictions Django App -Deploy On Heroku
7. Download The Project Files.html
3. Cleaning the data.mp4
5. Implementing Django Application.mp4
4. Building the model.mp4
2. Understanding the data.mp4
6. Deploying on heroku.mp4
7.1 Clothes- Code.zip
1. Introduction.mp4
41. Project-40 Build Similarity In-Text Django App -Deploy On Heroku
6. Download The Project Files.html
3. Building the model.mp4
4. Implementing Django web application.mp4
2. Cleaning the data.mp4
5. Deploying On Heroku.mp4
1. Introduction.mp4
6.1 Similarity in texts -Code.zip
43. Project-42 Credit Card Fraud Detection Using Pycaret (Auto ML)
6. Download The Project Files.html
5. Model Building and Prediction using PyCaret (AutoML).mp4
6.1 Credit Card Fraud Using Pycaret -Code and Files.zip
4. Model Building using ML.mp4
3. Data Analysis.mp4
1. Introduction to the Project.mp4
2. Importing Libraries and DataSet.mp4
44. Project-43 Flight Fare Prediction Using Auto SK Learn (Auto ML)
9. Download The Project Files.html
9.1 Flight fare- auto sk learn- Project Code and Files.zip
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
46. Project-45 Bank Customer Churn Prediction Using H2O Auto ML
7. Download The Project Files.html
7.1 Bank Customer Churn-Auto Keras -Project code and Files.zip
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 DataSet.mp4
47. Project-46 Air Quality Index Predictor Using TPOT With Deployment (Auto ML)
9. Download The Project Files.html
5. Model Building using ML- 1.mp4
3. Data Analysis.mp4
8. Deployment of Model using Flask API.mp4
6. Model Building using ML- 2.mp4
7. Model Building and Predictions using TPOT Library (Auto ML).mp4
1. Introduction to the Project.mp4
2. Importing Libraries and Data sets.mp4
4. Feature Engineering.mp4
9.1 Air Quality Project Code and files.zip
48. Project-47 Rain Prediction Using ML models & PyCaret With Deployment (Auto ML)
10. Download The Project Files.html
5. Feature Engineering.mp4
7. Model Building and Prediction using PyCaret (AutoML).mp4
6. Model Building using ML Algorithms.mp4
8. Using FLASK API.mp4
4. Data Analysis and Handling Missing Values- 2.mp4
2. Importing Libraries and DataSet.mp4
3. Data Analysis and Handling Missing Values- 1.mp4
9. Deploying model using Heroku.mp4
1. Introduction to the Project.mp4
10.1 Rain prediction Project code and files.zip
51. Project-50 Predicting Bike Rentals Count Using ML And H2O Auto ML
9. Download The Project Files.html
9.1 Bike rental -Project Code and Files.zip
8. Model Building and Prediction using H2O Auto ML Library.mp4
3. Data Analysis and Cleaning -1.mp4
1. Introduction to the Project.mp4
2. Importing libraries and DataSet.mp4
4. Data Analysis and Cleaning -2.mp4
5. Data Preprocessing.mp4
7. Model Building and Prediction using ML.mp4
6. Splitting the Data.mp4
1. Introduction To The Course
2. Course Outline Video.mp4
1. Introduction To The Course.mp4
3. Udemy Feedback.mp4
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