Advanced Data Science Professional (ADSP) using Python x ChatGPT
Data Scientist has become one of the most in-demand job position in every industry. The demand for professionals with Data Science expertise are booming and is expected to grow exponentially year-on-year.
Python has become programming language of choice in the areas of Data Science. Recent studies have shown that majority data scientists are utilizing Python daily operations, making it the number one tool for data professionals. As Python becomes the mainstream language of choice, it is essential that Data Scientist acquire the necessary knowledge and skills to stay competitive.
Advanced Data Science Professional (ADSP) using Python x ChatGPT
$928.00 – $1,160.00
Course Fee is in Singapore Dollars (SGD) . Apply for Financial Aid
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Description
- Duration: 4 Day (Onsite) / 32 Hours
- 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 and skills on advanced data science techniques and methodologies, and develop their proficiency in using Python for complex data analysis and modeling tasks.
Learn how to tackle complex data analysis challenges, build sophisticated predictive models, and extract meaningful insights from diverse datasets using Python and ChatGPT
Pre-Requisite
No pre-requisite. Advanced Data Science Professional is suitable for everyone.
Examination
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
Participants are expected to score a minimum of 70% to pass the examination
Course Outline
Module 1 Introduction to Data Science
Data Science is a discipline on data, its application, and how it can be utilized to help companies and professionals to make better decisions. In this module, participants will be introduced to the core components of data science. Participants will also learn about how to craft a data science strategy that is both efficient and reliable.
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Module 2 Deep Dive into Python Programming for Data Science
Python Programming language is one of the most accessible and flexible programming languages available. The syntax is simplified and can be easily written. With its extensive libraries, it is no wonder that data professionals are using Python as their preferred language. In this module, participants will learn the fundamentals of Python Programming and some of its popular libraries for Data Science.
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Module 3 Importing / Exporting Data with Python
Reading / writing data one of the first steps to kickstarting any Data Science project. Participants will have the chance to experience first-hand how to read / write data from various sources.
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Module 4 Data Cleansing with Python
The accuracy and quality of any analysis depend on how well the data is being cleaned. Data cleaning can be used to detect and correct errors or anomalies in the data. In this module, participants will learn the art of data cleaning to enhance the quality of data.
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Module 5 Data Visualization with Python
Data visualization helps people see, interact, and understand data better. The right visualization can help align the understanding of various stakeholders. Participants will have the opportunity to learn how to use Python Programming to perform Data Visualization.
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Module 6 Statistics Fundamentals
Statistics are being used by Data Scientists to gather, review, analyze, and draw conclusions from data. Statistics are the core of machine learning algorithms, capturing, and translating data patterns into actionable evidence.
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Module 7 Introduction to Machine Learning using ChatGPT
Machine learning is a field of study that gives computers the ability to learn without being programmed extensively. It applies algorithms to process the data and get trained for delivering future predictions. In this module, participants will be introduced to the key concepts of Machine Learning and how it can be easily applied using Python Programming.
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Module 8 Predictive Analytics with Python x ChatGPT
A statistical technique derived from data mining, machine learning, and predictive modeling by using data from past events to predict the future. Participants will experience first-hand how predictive analytics can be deployed using Python Programming.
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Module 9 Understanding A/B Testing Concepts
A/B testing is a framework that lets you set up your experiment to compare the performance of two versions of the same thing. It helps teams validate key questions, establishes causality, and helps data-driven teams looking to optimize their products.
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Advanced Data Science Professional (ADSP) involves rigorous usage of real-time case studies, hands-on exercises and group discussions
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 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 |
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
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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What You Can Expect
![]() Technology-Based Training |
![]() Open-Source Tools |
![]() 80% Hands-On Exercises / 20% Theory |
![]() Designed by Industry Leaders and Subject-Matter Experts |
![]() Progressive Learning |
![]() Highly interactive, supportive and encouraging |
![]() Be recognized as a CASUGOL Certified Professional |
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