Artificial Intelligence Machine Learning using Python x Gen AI @ Singapore

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 and passing the examination

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 decision

Examination

NA

• What 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

• Key Components to a Successful Machine Learning
• Supervised, Unsupervised, Semi-Supervised, and Reinforcement Learning
• Common Techniques in Machine Learning
• Introduction to Regression Methods
• pplication of Regression Methods
• Practical / Hands-On Exercise on Deploying Regression Methods using Python x GEN AI

• What 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

• Introduction 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

Be Recognized as a CASUGOL Certified Professional

Add Value to your already prolific portfolio with a Certificate of Competency from CASUGOL.

Awarded upon completing and meeting all requirements of the course.

Host or Publisher CASUGOL