Data Analytics Essentials (DAE) with Python
The worldwide revenue for Big Data and Data Analytics is expected to grow exponentially. Almost all industries and verticals are expected to increase their own spending and investment in Data technologies and solutions, helping to fuel growth of data technologies.
Together with an increase interest and investment in AI, new tools for collecting and analysing data and new enterprise roles and responsibilities will emerge presenting IT professionals and individuals planning to pursue a career in Big Data and Data Analytics with tremendous career opportunities. This can never be a better time to acquire the necessary skills and gain proficiency in Data Analytics and Data Science.
Data Analytics Essentials (DAE) 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 / 32 Hours
- Certification: Participants will receive a Certificate of Competency upon successfully completing the course and passing the examination
- Who Should Attend: Data Analyst, Data Scientists, Business Analysts, Researchers and Academics, IT Professionals, Business Owners, Key-Decision Makers, and Anyone interested in Business Analytics / Data Analytics
Course Objective
Acquire essential knowledge and skills in the core principles and concepts of data analytics, including data types, data structures, data cleaning, and exploratory data analysis.
Learn how to use Python Programming, its extensive libraries, and ChatGPT for data analytics. Gain skills in creating insightful visualizations using Python libraries like Matplotlib and Seaborn to effectively communicate data patterns, trends, and relationships.
Pre-Requisite
No pre-requisite. Data Analytics Essentials (DAE) is suitable for anyone who is interested in Data Analytics and does not have any prior technological experience
Examination
Participants are required to attempt an examination upon completion of course. This exam tests a candidate’s knowledge and skills related to Data Analytics 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 Analytics
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Data Analytics is expected to revolutionize all industries and verticals. In this module, participants will engage in extensive discussion on what is data analytics, its key components and impact on businesses.
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Topics Covered
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Module 2 Different Types of Analytics and Application
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Learn how to craft a data strategy that meets your organization need. Participants will acquire essential knowledge on how to design a data strategy based on their organization's specific needs. Participants will also have the opportunity to learn about the different techniques in data analytics and its application.
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Topics Covered
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Module 3 Deep Dive into Python Programming
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Python Programming, a preferred programming language in the digital economy. It is also widely used by data scientist and data analysts. One of the key reason is due to its ease of application and its comprehensive libraries. In this module, participants will have the chance to develop a simple application using Python Programming.
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Topics Covered
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Module 4 Working with Key Modules / Packages
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Participants will be introduced to key modules and packages used for Data Analytics by going through a simple data analytics process. Participants can experience first-hand how to read data, perform simple exploratory data analytics, conduct a simple data pre-processing, and create a simple plot to analyse a data.
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Topics Covered
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Module 5 Data Mining Processes for Data Analytics
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Data Mining and Data Pre-processing plays an important role in the success of all data analytics project. In this module, participants will dive deep into the various Data pre-processing and data-mining techniques.
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Topics Covered
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Module 6 Data Mining Techniques
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Understanding the various different techniques and its application enhances a Data Analyst ability to better understand and capture hidden insights from vast volume of data. This module aimed to provide participants with the first-hand experience on how various techniques are being utilized.
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Topics Covered
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Module 7 Deep Dive into Data Visualization with Python
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Acquire essential knowledge on the importance of data visualization and how different visual elements can be utilized to enhance and better understand trends, outliers, and patterns in data.
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Topics Covered
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Module 8 Matplotlib and Seaborn Libraries in Python for Visualization
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Matplotlib and Seaborn libraries are two of the most widely utilized libraries in Python for visualization. Learn the key components and parameters of Matplotlib and Seaborn to enhance your visualization.
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Topics Covered
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Module 9 Understanding Machine Learning
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Automate your data analytics model building by leveraging on the prowess of Machine learning methods. In this module, participants will learn how to expand beyond the conventional data analytics process to leverage on Machine Learning methods to analyse and predict trends.
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Topics Covered
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Data Analytics Essentials (DAE) involves extensive hands-on exercises / practical, rigorous usage of real-time case studies, hands-on exercises and group discussion
Some Reasons Why Learners Choose CASUGOL
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- 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
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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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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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