Artificial Intelligence Machine Learning using Python x Gen AI @ Singapore

Schedule

Fri Nov 29 2024 at 09:30 am to 05:30 pm

UTC+08:00

Location

The Chelsea | Hong Kong, HK

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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 decisions
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 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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Where is it happening?

The Chelsea, 69 Jervois Street, Hong Kong, Hong Kong

Event Location & Nearby Stays:

Tickets

SGD 308.49

CASUGOL

Host or Publisher CASUGOL

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