IIRF Online > Development > Data Science > Artificial Intelligence > Certified Artificial Intelligence (AI) Professional
Certified Artificial Intelligence (AI) Professional by Vskills
Course Highlights
- Government Certification
- Certification valid for life
- Lifelong e-learning access
- Learning Hours: 13 hrs
- Life Time Job Support
- Job Profile Tagging
Skills you will learn!
Curriculum
6 Topics
The Course Overview
Understanding AI Problems Related to Supervised/Unsupervised Learning
Difference between Classification and Regression
Installing JDK and JRE
Setting Up of Netbeans IDE
Import Java Libraries and Export Code Projects as JAR Files
5 Topics
Introduction to Search
Implementation of Dijkstra’s Search
Understand the Notion of Heuristics
Brief Introduction of A* Algorithm
Implementation of A* Algorithm
6 Topics
Introduction of Min-Max Algorithm
Implementation of Min-Max Algorithm Using an Example
Installing Prolog
Introduction of Rule-Based Systems with Prolog
Setting Up the Prolog with Java
Executing Prolog Queries Using Java
4 Topics
Brief Introduction to Weka
Installing and Interfacing with Weka
Reading and Writing Datasets
Converting Datasets
3 Topics
Filtering Attributes
Discretizing Attributes
Attribute Selection
4 Topics
Developing a Classifier
Model Evaluation
Making Predictions
Saving/Loading Models
6 Topics
Working with K-means Clustering
Evaluating a Clustering Model
Introduction to Semi-Supervised Learning
Difference Between Unsupervised and Semi-Supervised Learning
Self-training/Co-training Machine Learning Models
Making Predictions with Semi-Supervised Machine Learning Models
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Certified Artificial Intelligence (AI) Professional
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