Machine Learning Essentials (MLE)


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  • Duration: 1-Day / 8 Hours
  • Certification: Participants will receive a Certificate of Completion in Machine Learning Essentials upon successfully completing the course.
  • Who Should Attend: IT professionals, business professionals, Business Managers, Directors and Executives, and Anyone interested in acquiring the essential knowledge on what is Machine Learning

Course Objective

Acquire essential knowledge on Artificial Intelligence, Machine Learning, and their impact on businesses.

Learn how to use ChatGPT x Python to design simple Machine Learning Models to uncover insights, predict trends, and make better business decision


No pre-requisite. Machine Learning Essentials (MLE) is suitable for anyone with no prior technological experience


No Examination

Course Outline

Module 1
Introduction to Machine Learning

Machine learning is a branch of artificial intelligence that enables computers to learn from data and make predictions or decisions without being explicitly programmed. It involves building models and algorithms that can automatically identify patterns and relationships in data to make predictions or take actions.

Topics Covered

  • What is Machine Learning?
  • Importance of Machine Learning
  • 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
  • Strongly versus Loosely Enforced Schemas
  • ChatGPT, Future of Machine Learning, and Its Impact on Businesses

Module 2
Different Techniques in Machine Learning

Machine learning can be classified into three types: supervised, unsupervised, and reinforcement learning. In this module, learners will acquire knowledge on the different types of Machine Learning and its Application.

Topics Covered

  • Key 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 ChatGPT x Python

Module 3
Deep Dive into Logistic Regression

Logistic regression is a popular algorithm for binary classification. Learn how to use ChatGPT x Python to cover data preprocessing, model training, and evaluation.

Topics Covered

  • What is Logistic Regression?
  • Key Components to Logistic Regression
  • Application of Logistic Regression
  • Practical / Hands-On Exercise on Logistic Regression using ChatGPT x Python
  • Evaluation of Logistic Regression Model

Machine Learning Essentials (MLE) involves rigorous usage of real-time case studies, hands-on exercises and group discussion

Some Reasons Why Learners Choose CASUGOL

  • International Certification Body

  • Presence in 38 Countries

  • Developed by Industry Experts

  • More than 42,000 professionals passed through our education system

  • Flexible program design for all individuals

  • Learn from internationally renowned leading industry experts, academics, and researchers

  • Support for participants during and after training

  • Enhance competency of workforce and improve individual career prospect

  • Customization of programs for specific industry, organization, government agencies, statutory boards

  • Learn in a highly interactive, supportive and encouraging environment

  • Regular invitation to attend courses / workshops / seminars / events at complimentary rate

Individual or Self-Sponsored Learners

  • STEP ONE: Select your preferred batch / category above

  • STEP TWO: Click on Add to Cart

  • STEP THREE: In the pop-up page, click on View Cart

  • STEP FOUR: In the Cart page, click on Proceed to Checkout

  • STEP FIVE: In the Checkout page, complete the Billing Details and click on Place Order

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Certificate Verification

All certificates issued by CASUGOL are to individuals who have successfully completed CASUGOL Certification Programs / Executive Workshops and have fulfilled all requirements by demonstrating proficiency in applying the knowledge and skills acquired.

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CASUGOL is dedicated to making education, knowledge, and resources accessible to everyone around the world. Our Financial Aid is aimed to empower learners who may encounter financial barriers in pursuit to advance their knowledge and technical know-how.

If you are unable to cover the costs of a course, you have the opportunity to request financial aid via the link found on the course's homepage. Upon approval for financial aid, you will gain full access to all course materials and can successfully complete the course to obtain a certificate.

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How to Apply

To apply for financial aid:

  • Step 1: Visit the Course Page and Click on the Apply Financial Aid below the Course Fee
  • Step 2: Fill out the form and submit your application
  • Step 3: Make sure your application meets a maximum of 250 word count
  • Step 4: Wait up to 24 Hours for your application to be reviewed

Upon reviewing your application, you will receive an email notification informing you of the approval or denial status.

What Will I Receive?

If you’re approved for financial aid, you’ll receive a discount off the cost of the course. We offer financial aid to help empower learners who wouldn’t otherwise be able to afford the course fee.

In order to fairly distribute financial aid resources to the learners who need it the most, the amount of financial aid you receive may depend on the details in your application and your geographical location.

Application Status

Approved Applications

Upon approved, you will receive an email letting you know. Please follow the instructions provided in the email to begin your learning journey.

Rejected Applications

In the event that your application is declined, you will receive an email providing an explanation for the denial. If there were any issues with your initial application, you have the option to submit a new application and reapply.

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