Artificial Intelligence / Machine Learning Expert - CASUGOL - International Certification | Digital Transformation | AI | Data

Artificial Intelligence / Machine Learning Expert

Course Information

Duration: 5 Day / 40 Hours
Certification: Participants will receive a Certificate of Competency upon successfully completing the course and passing the examination
Who Should Attend: Data Analyst, System Analyst, Programmers, Data Scientist, IT Professionals, Software Engineers, Computer Scientist, and Anyone interested in learning what it takes to succeed as a Data Leader

Course Objective

Acquire advanced knowledge and technical competency on advanced analytics and machine learning using Python

Pre-Requisite

NA. This course is suitable for everyone.

Examination

Participants are required to attempt an examination upon completion of course. This exam tests a candidate’s knowledge and skills related to Artificial Intelligence / Machine Learning based on the syllabus covered

Module 1 Introduction to AI and Machine Learning

Module 2 Data Structures & Managing Data

Module 3 Exploring Data Using Python

Module 4 Basic Classification Models & Techniques

Module 5 Regression Methods and Forecasting

Module 6 Finding Data Patterns Using Association Rules

Module 7 K-Means Clustering

Module 8 Evaluating and Improving Model Performance

Module 9 Deep Dive into Deep Learning

Artificial Intelligence / Machine Learning Expert involves rigorous usage of real-time case studies, role playing and group discussion