JCharisTech Institute

Creating a Virtual Environment with Pipenv

Switching Between Virtual Environment with Pipes

Python Package and Dependency Management with Poetry

Where to Get Datasets For Practice.

List of Datasets(Where To Find Datasets)

Packages Used In this Course

01-Building ML Models - Salary Prediction -Introduction

02-Building ML Models-Salary Prediction - Building Our Models with Sklearn

03-Building ML Models - Interpreting the Model

04-Building ML Models - Bible Passage and Author Prediction

05-Building ML Models - How to Save Your ML Models

06 - Building ML Models - Gender Classification of Names

07 - Building ML Models - Predicting Customer Churning

08 - Building ML Models - Predicting Customer Churning - Interpreting the Model

Evaluating Car Quality with Machine Learning in Python

Flask Crash Course - Installation and Basic App

Flask Crash Course - Rendering HTML

Flask Crash Course -Working with Jinja(Sending Data From Back-End to Front-End)

Flask Crash Course - Receiving Input From Front End to BackEnd

Flask Crash Course - Processing Data At Backend

Flask Crash Course - Working with Databases using SQLAlchemy

Flask Crash Course - Retrieving Data From Database

Flask Crash Course - Searching Database

Streamlit Crash Course 1

Streamlit Crash Course 2 - Work Arounds and Plots

FastAPI Tutorial - Basics

Hug Framework Tutorial

Building A Simple Blog App with Streamlit and Python

Adding a Simple Login & Sign Up Section to Streamlit App

Updating our Streamlit Blog with Login and Sign Up

Securing the Login Section Against SQL Injection

CMC Predictor ML App with Streamlit - Demo

Setting Up Our Workspace For the CMC- Predictor App

Building the EDA Section of CMC Predictor ML App

Building the Prediction Section of CMC_ Predictor ML App

Building ML Flask App-News Classifier- Setting Up and Basic App

Building ML Flask Apps - News Classifier - Embedding Our ML Models

Building ML Flask App - News Classifier - Beautifying The Front-End

Salary Predictor ML App with Streamlit -Demo

Setting Up Our Workspace ,Installation and App Structure

Building The Exploratory Data Analysis Section(EDA) of Our Salary Predictor ML App

Building The EDA Section of Salary Predictor ML App [Part 2]

Building The Prediction Section Of Our Salary Predictor ML App

Building NLP Apps - Sentiment Analysis App with Streamlit

Building NLP Apps - Summarizer and Entity Checker App with Streamlit and SpaCy

Building NLP Apps -Document Redactor App with SpaCy and Streamlit

Predicting Customer Churn ML App with Streamlit -Demo

Building Customer Churn Prediction ML App

Building A Drag & Drop Semi-Automated ML App

Password Strength Classifier ML App

Car Evaluation ML App with Streamlit

Face Detection App-Demo

Building Computer Vision ML App - Face Detection App

Face Detection App - Files and Code

Emoji Lookup App -Demo

Simple Streamlit App with Login and Sign-Up Section

Search Term Trend App For Programming Languages

Building a Programming Languages Trends App with Streamlit using the Layout

Your Opinion About the Course So Far

How To Deploy Streamlit Apps to Heroku

Updating An Already Deployed Streamlit App on Heroku

How To Deploy Streamlit on AWS Ec2

How To Deploy Streamlit Apps with Docker

How To Deploy Streamlit Apps to GCP App Engine

Deploying with Docker and GCP Documents

Updating and Deleting A Deployed Streamlit App on GCP

How to Deploy Streamlit OpenCV Face Detection on Heroku

Course Materials and Resources

Using ML Models as Packages-NewsClassifier-Demo

NewsClassifier ML Package - Designing the Package

NewsClassifier ML Package - Loading The ML Models

NewsClassifier ML Package- Classifying News

NewsClassifier ML Package - Unit Testing Our Package

NewsClassifier ML Package - Building Our Package with Setuptools

NewsClassifier ML Package - Publishing to TestPyPI and PyPI

NewsClassifier ML Package - Building with Poetry

GenderClassifier ML Package - Creating Package and the Class Object

GenderClassifier ML Package - Adding the Prediction Function

GenderClassifier ML Package - Loading Different Models

GenderClassifier ML Package - Classifying Names

GenderClassifier ML Package - Unit Testing Our Package

GenderClassifier ML Package - Building the Package with Setuptools

GenderClassifier ML Package - Building Our Package with Poetry

GenderClassifier ML Package - Publish the Package to PyPI with Poetry

SpamDetector ML Package -Indepth with Poetry

FastAPI Tutorial-Serving ML Models As API

FastAPI Tutorial-Adding Validations

FastAPI Tutorial - How to Build A Web /REST API

Hug Framework Crash Course

Hug Framework - Building 3 ML Products At Once with Hug

Data Science Project From Scratch - Predicting Hepatitis Mortality with ML

Building ML Web App with Streamlit - Hepatitis Predictor ML App

Building ML Web App with Flask - Hepatitis Predictor ML App