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Learn how to use Gen AI tools x Python to design simple Machine Learning Models to uncover insights, predict trends, and make decisionsAbout 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 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
MODULE 1 - Introduction to Artificial Intelligence Machine Learning
- 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
MODULE 2 - Different Techniques in Machine Learning
- 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
MODULE 3 - Deep Dive into Logistic Regression
- 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
MODULE 4 - Artificial Intelligence Governance and Ethics
- 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.
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Event Venue & Nearby Stays
The Chelsea, 69 Jervois Street, Hong Kong, Hong Kong
Tickets
SGD 308.49
