Course curriculum

  • 1

    Welcome Video

    • Welcome to FLiT

  • 2

    FLiT Slide

    • Slide 1

  • 3

    Projects Introduction

    • Projects Introduction

  • 4

    Market Basket Analysis for E-commerce

    • Market Basket Analysis for E-commerce

  • 5

    Hotel Reservation Analysis in SQL and Tableau

    • Hotel Reservation Analysis in SQL and Tableau

  • 6

    Sentiment Analysis for Product Reviews

    • Sentiment Analysis for Product Reviews

  • 7

    Car Insurance Analysis with BigQuery, Tableau, and Google Data Studio

    • Car Insurance Analysis with BigQuery, Tableau, and Google Data Studio

  • 8

    Churn Prediction Model and Heroku Deployment

    • Churn Prediction Model and Heroku Deployment

  • 9

    API-Driven Historical Weather Data Analysis with Weatherstack and Tableau

    • API-Driven Historical Weather Data Analysis with Weatherstack and Tableau

  • 10

    Basic Fraud Detection with Supervised Learning

    • Basic Fraud Detection with Supervised Learning

  • 11

    Advanced Fraud Detection with Anomaly Detection

    • Advanced Fraud Detection with Anomaly Detection

  • 12

    Implementing Cutting-Edge Fraud Detection with Deep Learning

    • Implementing Cutting-Edge Fraud Detection with Deep Learning

  • 13

    Enhancing Player Retention through A_B Testing in _Cookie Cats_ Mobile Game

    • Enhancing Player Retention through A_B Testing in _Cookie Cats_ Mobile Game

  • 14

    Machine Learning for Loan Default Prediction with Taipy Integration

    • Machine Learning for Loan Default Prediction with Taipy Integration

  • 15

    Deep Learning for Advanced Loan Default Prediction with Taipy Integration

    • Deep Learning for Advanced Loan Default Prediction with Taipy Integration

  • 16

    Closing

    • Closing