Introduction To The Course

Introduction To The Course
Course Outline Video
Udemy Feedback

Project-1: Pan Card Tempering Detector App -Deploy On Heroku

Introduction To Pan Card Tempering Detector
Loading libraries and dataset
Creating the pancard detector with opencv
Creating the Flask App
Creating Important functions
Deploy the app in heroku
Testing the deployed pan card detector
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Project-2: Dog breed prediction Flask App

Introduction to dog breed prediction
Importing the data and libraries
Data Preprocessing
Build and Train Model
Testing the model
Creating the flask App
Running the app in system
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Project-3: Image Watermarking App -Deploy On Heroku

Introduction
Importing libraries and logo
Create text and image watermark
Creating the app
Deploying the app in heroku
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Project-4: Traffic sign classification

Introduction to traffic sign classification
Importing the data and libraries
Image processing
Creating and testing the model
Creating model for test set
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Project-5: Project on text extraction from images

Introduction to text extraction
Importing libraries and data
Extracting the test from image
Modifying the extractor
Creating the extractor app
Running the extractor app
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Project-6: Plant Disease Prediction Streamlit App

Introduction -Plant Disease Prediction Streamlit App
Importing libraries and data
Understanding the data and data preprocessing
Model building
Creating an app using streamlit
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Project-7: Vehicle Detection And Counting Flask App

Introduction
Importing libraries and data
Transforming Images and creating output
Creating a flask App
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Project-8: Create A Face Swapping Flask App

Introduction
Importing libraries and data
Data preprocessing and creating output
Creating A Flask App
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Project-9: Bird Species Prediction Flask App

Introduction to Bird Species Prediction
Importing Libraries And Data
Dataprocessing
Creating ML Model
Creating A Flask App
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Project-10: Intel Image Classification Flask App

Introduction
Importing and processing data
Creating a Model
Creating a Flask App
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Project-11: Sentiment Analysis Django App -Deploy On Heroku

Introduction to Sentiment Analysis
Project Notebook Google Colab
Building Django App
Deploying App in heroku
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Project-12: Attrition Rate Django Application

Introduction
Creating Colab Notebook
Creating Django App
Deploying App in heroku
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Project-13: Find Legendary Pokemon Django App -Deploy On Heroku

Introduction
Creating Colab Notebook
Creating DJango App
Deploying App in heroku
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Project-14: Face Detection Streamlit App

Introduction
Creating The Face App
Creating The face app
Creating The Face app
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Project-15: Cats Vs Dogs Classification Flask App

Introduction
Creating Project Notebook
Building Model
Building Flask App
App Deployment
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Project-16: Customer Revenue Prediction App -Deploy On Heroku

Introduction
Colab Notebook
Creating Flask App
Deploying Flask App
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Project-17: Gender From Voice Prediction App -Deploy On Heroku

Introduction
Creating Project Notebook
Creating Project App Django
Deploying The App
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Project-18: Restaurant Recommendation System

Introduction
Creating Colab Notebook
Exploratory Data Analysis
Data Analysis2
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Project-19: Happiness Ranking Django App -Deploy On Heroku

Introduction
Project Notebook
Creating Django App
Deploying Django App
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Project-20: Forest Fire Prediction Django App -Deploy On Heroku

Introduction
Model building part1
Model building part2
Model building part3
Django Application part1
Django Application part2
Deploying on Heroku
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Project-22: Build Affair Count Django App -Deploy On Heroku

Introduction
Machine Learning model building
Feature Selection
Model Building
Django Application
Django Application building
Deploying on Heroku
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Project-23: Build Shrooming Predictions App -Deploy On Heroku

Introduction
Importing libraries
Building the model
Building Django Application
Deploying on Heroku
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Project-24: Google Play App Rating prediction With Deployment On Heroku

Introduction
Introduction to libraries and dataset
Preprocessing the data
building the model
Django Application
Deploying to Heroku
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Project-25: Build Bank Customers Predictions Django App -Deploy On Heroku

Introduction
Importing Libraries and understanding data
Building and training the model
Django Application
Deploying on heroku
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Project-26: Build Artist Sculpture Cost Prediction Django App -Deploy On Heroku

Introduction
Understanding the data
Outliers and Model
Building Django Application
Deploying to Heroku
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Project-27: Build Medical Cost Predictions Django App -Deploy On Heroku

Introduction
Introduction and handling the data
Building the model
Django Application
Heroku Deployment
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Project-28: Phishing Webpages Classification Django App -Deploy On Heroku

Introduction
Understanding the data
Feature Selection and model building
Django Application
Deploying on Heroku
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Project-29: Clothing Fit-Size predictions Django App -Deploy On Heroku

Introduction
Understanding the data
Cleaning the data
Building the model
Implementing Django Application
Deploying on heroku
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Project-30: Build Similarity In-Text Django App -Deploy On Heroku

Introduction
Cleaning the data
Building the model
Implementing Django web application
Deploying on Heroku
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Project-31: Heart Attack Risk Prediction Using Eval ML (Auto ML)

Introduction to the Project
Importing Libraries and Datasets
Data Analysis
Model Building Part 1
Model Building Part 2
Model building and Predictions using Auto ML
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Project-32: Credit Card Fraud Detection Using Pycaret (Auto ML)

Introduction to the Project
Importing Libraries and DataSet
Data Analysis
Model Building using ML
Model Building and Prediction using PyCaret (AutoML)
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Project-33: Flight Fare Prediction Using Auto SK Learn (Auto ML)

Introduction to the Project
Importing Libraries and DataSet
Data Analysis
Feature Engineering 1
Feature Engineering 2
Feature Selection
Model Building using ML
Model Building and Prediction using Auto SK Learn
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Project-34: Petrol Price Forecasting Using Auto Keras

Introduction to the Project
Importing Libraries and Data Set
Data Analysis and splitting of Data
Data Preprocessing
Model Building and Prediction using LSTM model
Model Building and prediction using ARIMA and Auto Keras(Auto ML)
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Project-35: Bank Customer Churn Prediction Using H2O Auto ML

Introduction to the Project
Importing Libraries and DataSet
Data Analysis
Feature Engineering
Model Building and Prediction using ANN
Model Building and Prediction using H2O Auto ML(Auto ML)
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Project-36: Air Quality Index Predictor Using TPOT With Deployment (Auto ML)

Introduction to the Project
Importing Libraries and Dataset
Data Analysis
Feature Engineering
Model Building using ML- 1
Model Building using ML- 2
Model Building and Predictions using TPOT Library (Auto ML)
Deployment of Model using Flask API
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Project-37: Rain Prediction Using ML models $ PyCaret With Deployment (Auto ML)

Introduction to the Project
Importing Libraries and DataSet
Data Analysis and Handling Missing Values- 1
Data Analysis and Handling Missing Values- 2
Feature Engineering
Model Building using ML Algorithms
Model Building and Prediction using PyCaret (AutoML)
Using FLASK API
Deploying model using Heroku
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Project-38: Pizza Price Prediction Using ML And EVALML(Auto ML)

Introduction to the project
Importing Libraries and DataSet
Data Analysis
Feature Engineering
Model Building
Model Building and Prediction using EVAL ML(Auto ML)
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Project-39: IPL Cricket Score Prediction Using TPOT (Auto ML)

Introduction to the Project
Importing Libraries and DataSet
Data Analysis and Cleaning
Data Preprocessing
Model Building using ML Algorithms
Model Building using TPOT Auto ML Library-1
Model Building using TPOT Auto ML Library-2
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Project-40: Predicting Bike Rentals Count Using ML And H2O Auto ML

Introduction to the Project
Importing libraries and DataSet
Data Analysis and Cleaning -1
Data Analysis and Cleaning -2
Data Preprocessing
Splitting the Data
Model Building and Prediction using ML
Model Building and Prediction using H2O Auto ML Library
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Project-41: Concrete Compressive Strength Prediction Using Auto Keras (Auto ML)

Introduction to the Project
Importing Libraries and DataSet
Data Analysis
Feature Engineering
Model Building and Prediction using Deep Learning
Model Building and Prediction using Auto Keras(Auto ML)
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Project-42: Bangalore House Price Prediction Using Auto SK Learn (Auto ML)

Introduction to the Project
Importing Libraries and DataSet
Data Analysis and Feature Engineering
Data Preprocessing 1
Data Preprocessing 2
Model Building and Prediction using ML
Model Building and Prediction using Auto SK Learn(Auto ML)
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Project-43: Hospital Mortality Prediction Using PyCaret (Auto ML)

Introduction to the Project
Importing Libraries and DataSet
Data Analysis and Preprocessing 1
Data Analysis and Preprocessing 2
Model Building using ML
Model Building using Auto ML(PyCaret)
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Project-44: Employee Evaluation For Promotion Using ML And Eval Auto ML

Introduction to the Project
Importing Libraries and DataSet
Data Analysis and Preprocessing 1
Data Analysis and Preprocessing 2
Model Building uisng ML
Model Building and Prediction using Eval Auto ML
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Project-45: Drinking Water Potability Prediction Using ML And H2O Auto ML

Introduction to the Project
Importing Libraries and DataSet
Data Analysis
Feature Engineering
Model Building using ML
Model Building and Prediction using H2O Auto ML
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Project-46: Black Friday Sale Project

Importing libraries and data
Understanding data
Data visualization and data preprocessing
Model building part1
Model building part2
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Project-47: Sentiment Analysis Project

Importing libraries and data
Text normalization
Lemmatization
Data preprocessing
Model Building
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Project-48: Parkinson’s Disease Prediction Project

Importing libraries and data
Understanding the data
data visualization
Model building part 1
Model building part 2
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Project-49: Fake News Classifier Project

Importing libraries and data
data preprocessing
Text cleaning
Vectorizer
Model Building
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Project-50: Toxic Comment Classifier Project

Importing libraries and data
Understanding data
data visualization and preprocessing
Balancing the target column
Model building
Model evaluation
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Project-51: Language Translator App Using IBM Cloud Service -Deploy On Heroku

Introduction -Language Translator App Using IBM Cloud Service -Deploy On Heroku
Setting Service
Integrating Service
Coding the UI
Deployment on Heroku
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Project-52: Predict Views On Advertisement Using IBM Watson -Deploy On Heroku

Project Overview
Introduction
Setting up Watson Studio Part-1
Setting up Watson Studio Part-2
Deploying the Model on Deployment Center
Integrating Watson Service with UI
Deployment on Heroku Cloud
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Project-53: Laptop Price Predictor -Deploy On Heroku

Overview -Laptop Price Predictor -Deploy On Heroku
EDA Part-1
EDA Part-2
EDA Part-3
EDA Part-4
EDA Part-5
EDA Part-6
EDA Part-7
Model Building Part-1
Model Building Part-2
Model Building Part-3
Model Building Part-4
Model Building Part-5
Integrating with UI
Deployment on Heroku
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Project-54: WhatsApp Text Analyzer -Deploy On Heroku

Introduction - WhatsApp Text Analyzer -Deploy On Heroku
Fetching Data from Whatsapp
Project Structure
Text Processing Part 1
Text Processing Part2
Text Processing Part 3
Text Processing Part 4
Text Analytics Part 1
Text Analytics Part 2
Text Analytics Part 3
Text Analytics Part 4
Text Analytics Part 5
Text Analytics Part 6
Deployment on Heroku Cloud
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Project-55: Course Recommendation System -Deploy On Heroku

Introduction
Coding Recommendation System
Integrating with Flask Server
Exploratory Data Analysis
Integrating Python Code with JavaScript
Deployment on Heroku Cloud
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Project-56: IPL Match Win Predictor -Deploy On Heroku

Introduction
EDA Part 1
EDA Part 2
EDA Part 3
EDA Part 4
Model Building
Coding the UI
Deployment on Heroku Cloud
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Project-57: Body Fat Estimator App -Deploy On Microsoft Azure

Introduction
EDA Part 1
EDA Part 2
Feature Selection Part 1
Feature Selection Part 2
Model Building
Model Evaluation
Coding the UI Part 1
Coding the UI Part 2
Model Deployment on Azure Part 1
Model Deployment on Azure Part 2
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Project-58: Campus Placement Predictor App -Deploy On Microsoft Azure

Introduction
Data Preprocessing
EDA Part 1
EDA Part 2
Feature Selection
Model Building
Hyper Parameter Tuning, Model Testing
Coding the UI Part 1
Coding the UI Part 2
Coding the UI Part 3
Deployment Part 1 -Deploy On Microsoft Azure
Deployment Part 2
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Project-59: Car Acceptability Predictor -Deploy On Google Cloud

Introduction
Data Preprocessing
Model Building
Coding the UI
Integrating Jinja Framework
Integrating JavaScript with Flask
Deployment on Google Cloud Platform -GCP
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Project-60: Book Genre Classification App -Deploy On Amazon Web Services

Introduction
Text Processing Part1
Text Processing Part2
Model Building
Model Testing
Integrating Model with Flask
Touch points on Amazon Web Services -AWS
Deploying model on AWS EC2 instance
Fixing the Errors
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Introduction To The Course

Project-1: Pan Card Tempering Detector App -Deploy On Heroku

Project-2: Dog breed prediction Flask App

Project-3: Image Watermarking App -Deploy On Heroku

Project-4: Traffic sign classification

Project-5: Project on text extraction from images

Project-6: Plant Disease Prediction Streamlit App

Project-7: Vehicle Detection And Counting Flask App

Project-8: Create A Face Swapping Flask App

Project-9: Bird Species Prediction Flask App

Project-10: Intel Image Classification Flask App

Project-11: Sentiment Analysis Django App -Deploy On Heroku

Project-12: Attrition Rate Django Application

Project-13: Find Legendary Pokemon Django App -Deploy On Heroku

Project-14: Face Detection Streamlit App

Project-15: Cats Vs Dogs Classification Flask App

Project-16: Customer Revenue Prediction App -Deploy On Heroku

Project-17: Gender From Voice Prediction App -Deploy On Heroku

Project-18: Restaurant Recommendation System

Project-19: Happiness Ranking Django App -Deploy On Heroku

Project-20: Forest Fire Prediction Django App -Deploy On Heroku

Project-22: Build Affair Count Django App -Deploy On Heroku

Project-23: Build Shrooming Predictions App -Deploy On Heroku

Project-24: Google Play App Rating prediction With Deployment On Heroku

Project-25: Build Bank Customers Predictions Django App -Deploy On Heroku

Project-26: Build Artist Sculpture Cost Prediction Django App -Deploy On Heroku

Project-27: Build Medical Cost Predictions Django App -Deploy On Heroku

Project-28: Phishing Webpages Classification Django App -Deploy On Heroku

Project-29: Clothing Fit-Size predictions Django App -Deploy On Heroku

Project-30: Build Similarity In-Text Django App -Deploy On Heroku

Project-31: Heart Attack Risk Prediction Using Eval ML (Auto ML)

Project-32: Credit Card Fraud Detection Using Pycaret (Auto ML)

Project-33: Flight Fare Prediction Using Auto SK Learn (Auto ML)

Project-34: Petrol Price Forecasting Using Auto Keras

Project-35: Bank Customer Churn Prediction Using H2O Auto ML

Project-36: Air Quality Index Predictor Using TPOT With Deployment (Auto ML)

Project-37: Rain Prediction Using ML models $ PyCaret With Deployment (Auto ML)

Project-38: Pizza Price Prediction Using ML And EVALML(Auto ML)

Project-39: IPL Cricket Score Prediction Using TPOT (Auto ML)

Project-40: Predicting Bike Rentals Count Using ML And H2O Auto ML

Project-41: Concrete Compressive Strength Prediction Using Auto Keras (Auto ML)

Project-42: Bangalore House Price Prediction Using Auto SK Learn (Auto ML)

Project-43: Hospital Mortality Prediction Using PyCaret (Auto ML)

Project-44: Employee Evaluation For Promotion Using ML And Eval Auto ML

Project-45: Drinking Water Potability Prediction Using ML And H2O Auto ML

Project-46: Black Friday Sale Project

Project-47: Sentiment Analysis Project

Project-48: Parkinson’s Disease Prediction Project

Project-49: Fake News Classifier Project

Project-50: Toxic Comment Classifier Project

Project-51: Language Translator App Using IBM Cloud Service -Deploy On Heroku

Project-52: Predict Views On Advertisement Using IBM Watson -Deploy On Heroku

Project-53: Laptop Price Predictor -Deploy On Heroku

Project-54: WhatsApp Text Analyzer -Deploy On Heroku

Project-55: Course Recommendation System -Deploy On Heroku

Project-56: IPL Match Win Predictor -Deploy On Heroku

Project-57: Body Fat Estimator App -Deploy On Microsoft Azure

Project-58: Campus Placement Predictor App -Deploy On Microsoft Azure

Project-59: Car Acceptability Predictor -Deploy On Google Cloud

Project-60: Book Genre Classification App -Deploy On Amazon Web Services

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