Use Case Examples

Efficient Document Classification using Machine Learning 

(Organizing and Analyzing Textual Data)

#Machine Learning, #Supervised, #R, #Text Analysis

Lesson 1

Empowering Precise Drug Classification through Machine Learning

(Enhancing Precision in Medication Categorization)

#Machine Learning, #Supervised, #R, #Categorical Outcome Prediction

Lesson 2

Time:

0:10:30

Predict Commodity Prices using Neural Networks

#Deep Learning, #Supervised, #Python, #Result Prediction

Lesson 1

Time:

Part 1:

0:14:20 to 0:37:20

Part 2:

0:57:38 to 1:26:00

Part 3:

1:54:34 to 2:16:00

Analysis the COVID-19 Situation in Hong Kong
(Analysis of the Pandemic using historical data)

#Python, #Result Prediction

Lesson 2

Time:

2:25:09 - 2:33:29

Build a Recommendation System with Python

#Deep Learning, #Supervised, #Python, #Product Recommendations

Lesson 1

Time:

Part 1:

0:08:00 to 0:28:30

Part 2:

0:59:00 to 1:19:00

Part 3:

1:37:00 to 1:58:00

Detect Credit Card Frauds using Neural Networks

#Deep Learning, #Supervised, #Python, #Fraud Detection

Lesson 1

Time:

Part 1:

0:08:05 to 0:28:02

Part 2:

0:55:34 to 1:24:00

Part 3:

1:50:36 to 2:10:00

Detect Emotions from User Feedbacks with Python NLP

#Deep Learning, #Supervised, #Python, #Emotion Detection

Lesson 1

Time:

Part 1:

0:13:20 to 0:35:00

Part 2:

1:06:00 to 1:27:00

Part 3:

1:52:00 to 2:17:56

Use Hugging Face API for Various Machine Learning Tasks

#Deep Learning, #Supervised, #Python

Lesson 1

Time:

Part 1:

0:13:00 to 0:37:00

Part 2:

0:58:00 to 1:21:00

Part 3:

1:41:00 to 2:05:00

Generate Beautiful Images from Text using AI Model

#Deep Learning, #Supervised, #Python, #Image Generation

Lesson 1

Time:

Part 1:

0:12:39 to 0:28:00

Part 2:

0:54:00 to 1:15:00

Part 3:

2:07:00 to 2:12:00

Visualizing Stroke Prediction Dataset through 3D Scatter Plot 

(Insights into the Relationship between Variables)

#R, #Data visualization

Lesson 2

Time:

1:19:20 to 1:30:00

Visualizing the COVID-19 Situation in Hong Kong

(Understanding the Pandemic's Impact through Data Visualization)

#Python, #Data visualization

Lesson 1

Collect Data from Web using Python

#Deep Learning, #Supervised, #Python, #Data Collection

Lesson 1

Time:

Part 1:

0:08:26 to 0:34:50

Part 2:

0:53:28 to 1:10:00

Part 3:

1:38:23 to 1:53:32