Deploying Machine Learning Models - A Complete Guide

Introduction 1 lecture 03:28 Introduction Introduction Introduction 1 lecture 03:28 Introduction Introduction Introduction Introduction Introduction Introduction Introduction Introduction Introduction Introduction Introduction Introduction Flask Basics 5 lectures 15:08 Intro to Flask and Making a basic API Intro to Flask and Making a basic API Recieving Data through GET Request Recieving Data through GET Request Recieving Data through POST Request Recieving Data through POST Request Making a HTML Form to Send inputs and Receive the Output from API Making a HTML Form to Send inputs and Receive the Output from API Project Files Project Files Flask Basics 5 lectures 15:08 Intro to Flask and Making a basic API Intro to Flask and Making a basic API Recieving Data through GET Request Recieving Data through GET Request Recieving Data through POST Request Recieving Data through POST Request Making a HTML Form to Send inputs and Receive the Output from API Making a HTML Form to Send inputs and Receive the Output from API Project Files Project Files Intro to Flask and Making a basic API Intro to Flask and Making a basic API Intro to Flask and Making a basic API Intro to Flask and Making a basic API Intro to Flask and Making a basic API Intro to Flask and Making a basic API Intro to Flask and Making a basic API Intro to Flask and Making a basic API Intro to Flask and Making a basic API Intro to Flask and Making a basic API Recieving Data through GET Request Recieving Data through GET Request Recieving Data through GET Request Recieving Data through GET Request Recieving Data through GET Request Recieving Data through GET Request Recieving Data through GET Request Recieving Data through GET Request Recieving Data through GET Request Recieving Data through GET Request Recieving Data through POST Request Recieving Data through POST Request Recieving Data through POST Request Recieving Data through POST Request Recieving Data through POST Request Recieving Data through POST Request Recieving Data through POST Request Recieving Data through POST Request Recieving Data through POST Request Recieving Data through POST Request Making a HTML Form to Send inputs and Receive the Output from API Making a HTML Form to Send inputs and Receive the Output from API Making a HTML Form to Send inputs and Receive the Output from API Making a HTML Form to Send inputs and Receive the Output from API Making a HTML Form to Send inputs and Receive the Output from API Making a HTML Form to Send inputs and Receive the Output from API Making a HTML Form to Send inputs and Receive the Output from API Making a HTML Form to Send inputs and Receive the Output from API Making a HTML Form to Send inputs and Receive the Output from API Making a HTML Form to Send inputs and Receive the Output from API Project Files Project Files Project Files Project Files Project Files Project Files Project Files Project Files Project Files Project Files PROJECT : Deploying Breast Cancer Machine Learning Model using Flask 11 lectures 01:07:08 General Overview and Business Challenge General Overview and Business Challenge General Overview of Machine Learning Models General Overview of Machine Learning Models Importing Data and basic Cleaning Importing Data and basic Cleaning Data Visualization, Feature Scaling and Encoding Data Visualization, Feature Scaling and Encoding Model Fitting and Getting the Feature importance Model Fitting and Getting the Feature importance Balancing the dataset and Feature Selection Balancing the dataset and Feature Selection Deploying The Model ( Part 1 ) Deploying The Model ( Part 1 ) Deploying The Model ( Part 2 ) Deploying The Model ( Part 2) Deploying The Model ( Part 3) Deploying The Model ( Part 3) Deploying The Model ( Part 4) Deploying The Model ( Part 4 ) Conclusion - Breast Cancer Conclusion PROJECT : Deploying Breast Cancer Machine Learning Model using Flask 4) Deploying The Model ( Part 4 ) Deploying The Model ( Part 4) Deploying The Model ( Part 4 ) Deploying The Model ( Part 4) Deploying The Model ( Part 4 ) Deploying The Model ( Part 4 ) Deploying The Model ( Part 4 ) Conclusion - Breast Cancer Conclusion Conclusion - Breast Cancer Conclusion Conclusion - Breast Cancer Conclusion Conclusion - Breast Cancer Conclusion Conclusion Conclusion Containerizing the Breast Cancer Model using Docker 4 lectures 15:48 General Overview of Docker General Overview of Docker Coding the Dockerfile Coding the Dockerfile Minor Prerequisite for Containerizing Minor Prerequisite for Containerizing Building and Running the Container Building and Running the Container Containerizing the Breast Cancer Model using Docker 4 lectures 15:48 General Overview of Docker General Overview of Docker Coding the Dockerfile Coding the Dockerfile Minor Prerequisite for Containerizing Minor Prerequisite for Containerizing Building and Running the Container Building and Running the Container General Overview of Docker General Overview of Docker General Overview of Docker General Overview of Docker General Overview of Docker General Overview of Docker General Overview of Docker General Overview of Docker General Overview of Docker General Overview of Docker Coding the Dockerfile Coding the Dockerfile Coding the Dockerfile Coding the Dockerfile Coding the Dockerfile Coding the Dockerfile Coding the Dockerfile Coding the Dockerfile Coding the Dockerfile Coding the Dockerfile Minor Prerequisite for Containerizing Minor Prerequisite for Containerizing Minor Prerequisite for Containerizing Minor Prerequisite for Containerizing Minor Prerequisite for Containerizing Minor Prerequisite for Containerizing Minor Prerequisite for Containerizing Minor Prerequisite for Containerizing Minor Prerequisite for Containerizing Minor Prerequisite for Containerizing Building and Running the Container Building and Running the Container Building and Running the Container Building and Running the Container Building and Running the Container Building and Running the Container Building and Running the Container Building and Running the Container Building and Running the Container Building and Running the Container Streamlit Basics 8 lectures 26:35 Intro and installing Streamlit Intro and installing Streamlit Showing Dataframe and Plotting LineChart Showing Dataframe and Plotting LineChart Showing Maps and Toggling CheckBoxes Showing Maps and Toggling CheckBoxes Conditional Rendering using Select and MultiSelect Box Conditional Rendering using Select and MultiSelect Box Example : Predict House Price : Getting Basics Ready Example : Predict House Price : Getting Basics Ready Example : Predict House Price : Making the UI Example : Predict House Price : Making the UI Example : Predict House Price : Training the Model and Showing Prediction on UI Example : Predict House Price : Training the Model and Showing Prediction on UI Project Files - Streamlit Project Files Streamlit Basics 8 lectures 26:35 Intro and installing Streamlit Intro and installing Streamlit Showing Dataframe and Plotting LineChart Showing Dataframe and Plotting LineChart Showing Maps and Toggling CheckBoxes Showing Maps and Toggling CheckBoxes Conditional Rendering using Select and MultiSelect Box Conditional Rendering using Select and MultiSelect Box Example : Predict House Price : Getting Basics Ready Example : Predict House Price : Getting Basics Ready Example : Predict House Price : Making the UI Example : Predict House Price : Making the UI Example : Predict House Price : Training the Model and Showing Prediction on UI Example : Predict House Price : Training the Model and Showing Prediction on UI Project Files - Streamlit Project Files Intro and installing Streamlit Intro and installing Streamlit Intro and installing Streamlit Intro and installing Streamlit Intro and installing Streamlit Intro and installing Streamlit Intro and installing Streamlit Intro and installing Streamlit Intro and installing Streamlit Intro and installing Streamlit Showing Dataframe and Plotting LineChart Showing Dataframe and Plotting LineChart Showing Dataframe and Plotting LineChart Showing Dataframe and Plotting LineChart Showing Dataframe and Plotting LineChart Showing...