$928.00 – $1,160.00
Course Fee is in Singapore Dollars (SGD) . Apply for Financial Aid
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Description
- Duration: 4 Day / 32 Hours
- Certification: Participants will receive a Certificate of Competency upon successfully completing the course and passing the examination
- Who Should Attend: Data Analyst, Finance Analyst, HR Analyst, System Analyst, IT Professionals, Software Engineer, CIO, or Anyone who are interested in pursuing a career in the areas of Artificial Intelligence / Machine Learning
Course Objective
Acquire advanced knowledge on how to use ChatGPT x Python Programming to apply powerful Artificial Intelligence / Machine Learning techniques to gain real-world insight.
Learn how to apply Artificial Intelligence / Machine Learning techniques to analyze and organize patterns, trends, and data to make accurate real-world predictions.
Pre-Requisite
No pre-requisite. Certified Machine Learning Expert (CMLE) is suitable for everyone.
Examination
Participants are required to attempt an examination upon completion of the course. This exam tests a candidate’s knowledge and skills related to Artificial Intelligence and Machine Learning based on the syllabus covered
Participants are expected to score a minimum of 70% to pass the examination
Course Outline
Module 1 Introduction to AI and Machine Learning
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Artificial Intelligence (AI) and Machine Learning (ML) are two closely related fields of computer science that focus on creating intelligent machines and developing algorithms that can learn from data and make predictions or decisions.
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Topics Covered
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Module 2 Data Structures & Managing Data Using Python
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Python provides a rich set of data structures and libraries for managing and processing data. This makes it a popular choice for data science and machine learning applications. In this module, participants will gain first hand experience on the essential components required for any machine learning application.
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Topics Covered
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Module 3 Exploring Data Using Python
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One of the most commonly used libraries for data exploration is Pandas, which provides a high-performance data manipulation and analysis toolset. Pandas allows for easy data cleaning, merging, filtering, and grouping, and provides tools for creating visualizations such as histograms, scatterplots, and heatmaps.
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Topics Covered
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Module 4 Basic Classification Models & Techniques
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Python is a powerful tool for implementing basic classification models and techniques, and with the help of ChatGPT, users can get personalized guidance and support in their machine learning journey.
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Topics Covered
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Module 5 Regression Methods and Forecasting
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Scikit-learn is a popular library for regression analysis in Python, providing algorithms such as linear regression, logistic regression, and support vector regression. Together with ChatGPT, users can identify insights and best practices on data preparation, feature engineering, and performance evaluation, enabling users to build accurate and effective regression and forecasting models.
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Topics Covered
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Module 6 Finding Data Patterns Using Association Rules
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Association rule mining is a popular technique for discovering patterns and relationships in large datasets. Python provides several libraries for implementing association rule mining.
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Topics Covered
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Module 7 K-Means Clustering
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K-Means clustering is a widely used technique in machine learning for grouping data into clusters based on similarity. In this module, participants will learn how to use Python and Chatgpt to receive personalized guidance on selecting the appropriate clustering algorithms and libraries for their specific tasks, and learn how to fine-tune the hyperparameters of the algorithms for optimal performance.
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Topics Covered
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Module 8 Evaluating and Improving Model Performance
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Acquire knowledge on how to use Python and its libraries to Evaluate and improve model performance is a critical step in machine learning, as it helps to ensure that models are accurate and effective.
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Topics Covered
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Module 9 Evaluating and Improving Model Performance
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Deep learning has revolutionized the field of machine learning, enabling the development of highly accurate and complex models that can learn from large amounts of data.ChatGPT can also provide insights and best practices on data preparation, feature engineering, and evaluation metrics, enabling users to build accurate and effective deep learning models.
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Topics Covered
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Certified Machine Learning Expert (CMLE) 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
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- 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 VerificationAll 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. Click below to verify certificate
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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:
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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
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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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