/ml-model-training-and-deployment

Primary LanguageJupyter Notebook

Welcome to our Machine Learning Model Training and Deployment Crash Course Repo!

You can find more information about our Machine Learning Model Training and Deployment Crash Course by visiting Course Website.

To enroll our courses, you can find the next course that fit your schedule by visiting Upcoming Courses.

Syllabus

Day 0

  • Steps of Machine Learning Project
  • Random Variables
  • Data Preprocessing
  • Exploratory Data Analysis
  • Train-Test Split
  • Evaluation of Models
  • Hands-on: Building Machine Learning Project with Real Life Dataset

Day 1

  • Display text, data, charts, media, interactive widgets, code, progress bar and status
  • Control flow
  • Add widgets to sidebar
  • Layout your app
  • Placeholders, help, and options
  • Final Project 1: “Visual SVM KNN Random Forest Classifier Optimization ”
  • Final Project 2: “Custom Trained Model Deployment and Usage by the Visitors/Members"