About this Event
For more information: https://casugol.com/course/aiml
International Acclaimed Certification. 5-Star Reviews
Suitable for everyone. Learn in an Interactive, Supportive, and Encouraging Environment.
- Duration: 8 Hours
- Certification: Participants will receive a Certificate of Completion upon completing the course
Course Objective
- Acquire essential knowledge on Artificial Intelligence, Machine Learning, GEN AI and their impact on businesses.
- Learn how to use Gen AI tools x Python to design simple Machine Learning Models to uncover insights, predict trends, and make better business decisions.
Examination
NA
MODULE 1 - Introduction to Artificial Intelligence Machine LearningWhat is Artificial Intelligence?
Artificial Intelligence vs. Machine Learning vs. Deep Learning
Machine Learning and Its Application
How to Take Advantage of Machine Learning
Challenges and Success Stories of Machine Learning
GEN AI, Future of Machine Learning, and Its Impact on Businesses
MODULE 2 - Different Techniques in Machine LearningKey Components to a Successful Machine Learning
Supervised, Unsupervised, Semi-Supervised, and Reinforcement Learning
Common Techniques in Machine Learning
Introduction to Regression Methods
Application of Regression Methods
Practical / Hands-On Exercise on Deploying Regression Methods using Python x GEN AI
MODULE 3 - Deep Dive into Logistic RegressionWhat is Logistic Regression?
Key Components to Logistic Regression
Application of Logistic Regression
Practical / Hands-On Exercise on Logistic Regression using Python x GEN AI
Similarity and Data Standardization
Evaluation of Logistic Regression Model
MODULE 4 - Artificial Intelligence Governance and EthicsIntroduction to AI Governance and Ethics
Moral and Ethical Responsibilities of AI Developers
Strategies to Measure and Mitigate Bias in AI Systems
Data Privacy, Regulations and Compliance
Black Box vs. Explainable AI
Ethical Framework Development
<h5>Earn Your Mark. Strengthen Your Credentials.</h5>
Add Value to your already prolific portfolio with a Certificate of Completion from CASUGOL.
Awarded upon completing and meeting all requirements of the course.
Event Venue & Nearby Stays
61 Robinson Rd, 61 Robinson Road, Singapore, Singapore
SGD 185.98