Certification: Participants will receive a Certificate of Competency upon successfully completing the course and passing the examination
Who Should Attend: Professionals or Anyone interested in pursuing a career as a data scientist and use data to understand the world, uncover insights, and make better decisions
Course Objective
Acquire advanced knowledge on how to use Data Science with Python Programming to uncover business insights and trend.
Learn how to use algorithms and basic Artificial Intelligence / Machine Learning techniques to make predictions.
Participants are required to attempt an examination upon completion of course. This exam tests a candidate’s knowledge and skills related to Data Science and Python Programming based on the syllabus covered
Module 1
Introduction to Data Science
Topics Covered
What is Data Science
Data Science Vs. Analytics
What is Data warehouse
Online Analytical Processing (OLAP)
MIS Reporting
Data Science and its Industry Relevance
Problems and Objectives in Different Industries
How to Harness the power of Data Science?
ELT vs ETL
Module 2
Deep Dive into Python Programming
Topics Covered
Python Editors & IDE
Custom Environment Settings
Basic Rules in Python
Most Common Packages / Libraries in Python (NumPy, SciPy, scikit-learn, Pandas, Matplotlib, etc)
Novelty Effects, Seasonal Effects, and Selection of Bias
Data Pollution
Advanced Data Science Professional (ADSP) involves rigorous usage of real-time case studies, hands-on exercises and group discussions
What Past Participants Say
CASUGOL training helps me have a better understanding on how data analytics is being used in different areas for every business.
Eunice Chua Wee Ting
The topics and practical examples are great! CASUGOL trainer highlighted how the technology can be used. CASUGOL training is also delivered in a fun manner.
Preeda Payattakool
Why CASUGOL
Customization of Programs for specific industry, organisation, government agencies, statutory boards.
Flexible programmes designed to cater to the individual needs of participants, whether for professional upskilling, or for general interest.
Benefit from contribution from leading Industry Experts, Academics, and Researchers from across the world.
Opportunities for employers to develop their workforce and for individuals to enhance their career.
Dynamic learning environment that providing participants with professional networking opportunity.
Online support for participants after the training.
Thank you for interest in Certified Machine Learning Expert (CMLE).
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Certified Machine Learning Expert (CMLE) Registration Form
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Certified Machine Learning Expert (CMLE)
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Certified Digital Transformation Professional (CDTP) Registration Form
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Certified Digital Transformation Professional (CDTP)
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Data Analytics Essentials (DAE) Registration Form
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Data Analytics Essentials (DAE)
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Advanced Data Science Professional (ADSP)
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Advanced Data Science Professional (ADSP) Registration Form
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Advanced Data Science Professional (ADSP)
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Python Programming Essentials (PPE) Registration Form
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Python Programming Essentials (PPE)
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