Module 1: Solving Business Problems Using AI and ML
Topic A: Identify AI and ML Solutions for Business Problems

Topic B: Follow a Machine Learning Workflow

Topic C: Formulate a Machine Learning Problem

Topic D: Select Appropriate Tools

Module 2: Collecting and Refining the Dataset
Topic A: Collect the Dataset

Topic B: Analyze the Dataset to Gain Insights

Topic C: Use Visualizations to Analyze Data

Topic D: Prepare Data

Module 3: Setting Up and Training a Model
Topic A: Set Up a Machine Learning Model

Topic B: Train the Model

Module 4: Finalizing a Model
Topic A: Translate Results into Business Actions

Topic B: Incorporate a Model into a Long-Term Business Solution

CertNexus CAIP: Certified Artificial Intelligence Practitioner