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)
$285.00
Course Fee is in Singapore Dollars (SGD)
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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: Aspiring Data Scientist, Data Analyst, HR Analyst, and Anyone interested in pursuing a career in the areas of Business Analytics / Data Analytics
Course Objective
Acquire the essential knowledge and technical skills on how data analytics can be used by organizations to enhance decision making and uncover hidden data insights.
Learn the core components of Data Analytics, Data Preprocessing and Cleaning, Data Mining, Data Warehousing and Visualization using Python Programming
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
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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Module 2 Different Types of Analytics and Application
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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Module 3 Deep Dive into Python Programming
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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Module 4 Working with Key Modules / Packages
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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Module 5 Data Mining Processes for Data Analytics
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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Module 6 Data Mining Techniques
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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Module 7 Deep Dive into Data Visualization with Python
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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Module 8 Matplotlib and Seaborn Libraries in Python for Visualization
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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Module 9 Understanding Machine Learning
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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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
- 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 THREE: In the pop-up page, click on View Cart
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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 |
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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