Data Analysis with Python

Exclusive data analysis learning with Python and experience the most widely used data science programming languages in the world.

Age 13 – 16
24 weekly lessons
2 hours per lesson
Age 13 – 16
Adibah Riduan
Leong Yong Sheng
4.59
115
enrolled ratings
Upcoming Cohort Intake:
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About this program

Exclusively designed for students to learn data analysis processes such as data collection, data cleaning, data manipulation, data visualization and data interpretation and related data analysis tools like Pandas and Matplotlib. ​

Besides that, students will learn the fundamentals of Python, one of the most widely used data analysis programming languages in the world today as the foundation to use the data analysis tools. Essentially, students will be able to apply data analysis skills and coding skills to make an analytic report about their discovery on the analysed dataset.

The most interesting part is students are able to make real-life projects by using the fundamentals and some simple and useful Python packages. They will be introduced to data analysis processes like Data Collection, Data Cleaning, Data Manipulation, Data Visualization and Data Interpretation using one of the most powerful Data Analysis Tool (Pandas) and Data Visualization Tool (Matplotlib).

Prerequisite

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What you will learn

Theme 1 : Python Fundamentals

Chapter 1 : Python Programming

Chapter 2 : Jupyter Notebook (Via Google Colab)

Chapter 3 : Programming Concept - Variable & Operator

Chapter 4 : Programming Concept -  List

Chapter 5 : Programming Concept - Conditional Statement

Chapter 6 : Programming Concept - Loop

Chapter 7 : Programming Concept - Function

Chapter 8 : Programming Concept - Package

Chapter 9 : Programming Concept - Dictionary

Chapter 10 : Python Package - NumPy

Chapter 11 : Python Package - PrettyTable

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Theme 2 : Data Analysis with Python​

Chapter 12 : Data Analysis

Chapter 13 : Python Package - Pandas (Data Analysis)

Chapter 14 : Read and Export CSV File with Pandas

Chapter 15 : Data Cleaning with Pandas

Chapter 16 : Data Manipulation with Pandas

Chapter 17 : Python Package - Matplotlib (Data Visualization)

Chapter 18 : Data Grouping and Data Joining with Pandas

Chapter 19 : Data Interpretation and Report Making

How it works

Access to online class
1
Pick intake slot that is suitable for you
2
Choose your preferred payment method
3
Onboard our WhatsApp group, Telebort learning dashboard and more
4
Join our weekly coding classes and start learning
5
Publish your own mobile, web or data project
Get access to our educational content today!
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Access to teacher
1
Pick your right teacher
2
Pick intake slot that is suitable for you
3
Choose your preferred payment method
4
Book and start learning with experts

⭐️

Start

Join Class Orientation

Students will start by attending an orientation class to get to know their facilitators and peers.

✅

Attend

Attend Class Sessions

Students will join class sessions with their instructor and peers. The instructor will give lectures and carry out fun activities.

💎

Support

Unlimited WhatsApp and community support

If the student require further support or information about the class, exercises or projects, our instructors are always ready to help.

📖

Prepare

Online Student Dashboard

Students can easily access lesson materials including pre-recorded lesson videos and lesson notes to better prepare before entering class.

🙌

Hands on

Apply the knowledge by doing projects

Practice new found knowledge and skills through completing the projects and challenges under their instructors guidance.

🎓

Graduate

Showcase student's amazing projects

Each program ends with a graduation for students to show their peers work, and receive a transcript certificate of completion!

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Kids Core Programs

A head start into coding for beginners

Program Level
Level 1
Junior Creator
Age 8 – 9
Level 2
Foundation of Creative Computing
Age 10 – 12
Level 3
Mobile Apps Development
Age 10 – 12
Level 4
Block-based Python
Age 13 – 16
Level 5
Fundamental Web Design (HTML & CSS)
Age 13 – 16
Level 6
Interactive Web Design (JavaScript)
Age 13 – 16
Level 7
Advanced Web Development
Age 13 – 16
Level 8
Data Analysis with Python
Age 13 – 16
Level 9
Artificial Intelligence with Python
Age 13 – 16
Prerequisites
No prerequisite
No prerequisite
Completed level 2
or
Pass the assessment
No prerequisite
Completed level 2
or
Completed level 4
or
Pass the assessment
Completed level 5
or
Pass the assessment
Completed level 6
or
Pass the assessment
Completed level 2
or
Completed level 4
or
Pass the assessment
Completed level 8
or
Pass the assessment
Learning Objectives
  • Explore coding through creating interactive projects using block-based programming tools
  • Develop computer literacy and typing skills
  • Understand internet safety and the concept of events
  • Master basic programming concepts and apply them in project creation
  • Use computational thinking, algorithmic thinking, and mathematical reasoning to innovate and explore technology
  • Learn key concepts of computer science and programming, including events, sequences, loops, conditionals, operators, variables, lists, and functions, using block-based programming platforms
  • Design and develop socially useful mobile apps using MIT App Inventor
  • Emphasize writing, communication, collaboration, and creativity in a project-based course
  • Learn key components of mobile development such as design thinking, text sensing, and information processing
  • Gain practical experience in mobile app development using block-based programming methods
  • Students will learn programming using Python and EduBlocks
  • They will learn computational thinking, sequence and events, input and output, comments, variables and data types, and the Python random module
  • Learn about lists, conditionals, comparison and logical operators, functions, loops, and the Python turtle graphics library
  • Learn about the Python math module and create interactive data visualizations with Pygal
  • Use HTML and CSS to build a static personal web page and design it using CSS
  • Leverage Bootstrap, a front-end development framework, to create a stunning website
  • Learn about HTML, CSS, Bootstrap, and responsive web design to create a visually appealing and functional website
  • Understand the concepts of HTML division elements, CSS selectors, the CSS box model, font, icons, and more to enhance web design skills
  • Understand the basics of JavaScript, a popular programming language in front-end web development
  • Learn how to use Javascript and the Document Object Model (DOM) to build interactive web pages
  • Acquire the skills to create web pages that can request user input, give responses, and display dynamic content
  • Master key concepts such as variables, operators, control flow, loops, functions, arrays, objects, and events to enhance JavaScript programming skills
  • Learn full stack web development, including front-end and back-end development
  • Learn Node.js and related node packages
  • Learn Svelte and SvelteKit, a compiler and framework for web development
  • Work on web apps with database and authentication using Google's Firebase
  • Be able to create dynamic websites with their own web server, combining front-end and back-end skills
  • Understand and apply the fundamentals of Python programming
  • Use Jupyter Notebook and Google Colab to analyze data
  • Utilize NumPy and PrettyTable Python packages
  • Use Pandas to conduct data analysis, including cleaning and manipulation
  • Visualize data using Matplotlib
  • Interpret and report on analyzed data
  • Understand and apply concepts in Artificial Intelligence, including Machine Learning and Deep Learning
  • Develop skills in Natural Language Processing using Scikit-Learn
  • Use TensorFlow to create and train Artificial Neural Networks for image classification
  • Apply computer vision techniques using OpenCV, including object detection using Haar cascades classifier
  • Create various AI-related projects using different Python AI libraries
Learning Focus
  • Drag and drop block rather than text-based programming
  • Learn how to use computers and become more proficient at typing
  • Understanding how to use a keyboard and type accurately
  • Bring ideas to life through coding
  • Learn about the dangers of the internet and how to protect themselves online
  • Express their creativity and bring their ideas to life through code
  • Understanding how to solve problems
  • Using mathematical concepts and principles to solve problems and make decisions.
  • Create their own programs and explore technology in a more innovative and algorithmic way
  • Will have the opportunity to design their own mobile apps using MIT App Inventor and publish them to the App Store
  • Students will be able to effectively work on group projects and communicate their ideas
  • Allow students to learn how to design and develop useful and functional mobile apps in a hands-on manner
  • Be able to code with text-based languages like Python or HTML using a familiar drag-and-drop blocks system
  • Perform data analysis and visualization using Python
  • Work with different libraries and frameworks to build applications and solve complex problems
  • Build and deploy web applications, games, scientific and mathematical applications
  • Create websites that are visually appealing and function well across different devices and screen sizes
  • Establish an online presence, showcase their work and projects, and demonstrate their skills and abilities
  • Create web pages to structure and format the content on the web, including text, images, and other media
  • Create interactive and dynamic websites and add logic to web pages and make them more interactive and engaging for users
  • Programmatically access and manipulate the content, structure, and style of a document.
  • Build layout, design, and user experience of the website or app
  • Have a more comprehensive understanding of how websites and web applications work
  • Allows students to run JavaScript on the server side
  • Build web applications with efficient and performant code
  • Organizing and structuring their applications
  • Build dynamic websites that can store and retrieve data, and that have secure login and access control for users
  • Able to effectively analyze and interpret data for their projects
  • Effectively present and communicate their data analysis findings through visual representations
  • Create a variety of static, animated, and interactive visualizations in Python
  • Create a wide range of visualizations, including line plots, scatter plots, bar plots, pie charts, histograms, and many more
  • Understand and engage with important ethical and societal issues related to the development and use of AI. As AI becomes increasingly prevalent in our lives
  • Break down complex problems into smaller, more manageable pieces, and to think critically about how to approach and solve those problems
  • Gain valuable data analysis skills
Level
1

Junior Creator

Explore how coding is changing the world and learn to leverage coding to create something useful.
Age 8 – 9
Starter Pick 👍
Prerequisites
No prerequisite
Level
2

Foundation of Creative Computing

Basic programming concepts is easy and this program we will master with creativity.
Age 10 – 12
Starter Pick 👍
Prerequisites
No prerequisite
Level
3

Mobile Apps Development

Learn how to design and develop socially useful mobile apps.
Age 10 – 12
Starter Pick 👍
Prerequisites
Completed level 2 or Pass the assessment
Level
4

Block-based Python

Dive into the world of programming through the Python programming language in a beginner friendly way.
Age 13 – 16
Starter Pick 👍
Prerequisites
No prerequisite
Level
5

Fundamental Web Design (HTML & CSS)

Develop websites with HTML & CSS and bring your digital fluency to another level.
Age 13 – 16
Starter Pick 👍
Prerequisites
Completed level 2 or Completed level 4 or Pass the assessment
Level
6

Interactive Web Design (JavaScript)

Apply programming logics and creative interactivity to our websites through the world of JavaScript.
Age 13 – 16
Starter Pick 👍
Prerequisites
Completed level 5 or Pass the assessment
Level
7

Advanced Web Development

Achieve web development full stack capabilities through JS frameworks and hands on database management.
Age 13 – 16
Starter Pick 👍
Prerequisites
Completed level 6 or Pass the assessment
Level
8

Data Analysis with Python

Exclusive data analysis learning with Python and experience the most widely used data science programming languages in the world.
Age 13 – 16
Starter Pick 👍
Prerequisites
Completed level 2 or Completed level 4 or Pass the assessment
Level
9

Artificial Intelligence with Python

Take a leap with Artificial Intelligence (AI) and learn powerful concepts such as machine learning and image recognition.
Age 13 – 16
Starter Pick 👍
Prerequisites
Completed level 8 or Pass the assessment
Check out our digital catalog!
learn more

Telebort's Computer Science programs are designed with STEAM education for school children to express their own ideas in designing their own stories, mobile apps, websites and many more.

Teens Core Programs

Unlock the full potential of coding

Artificial Intelligence with Python

Age 13 – 16

Data Analysis with Python

Age 13 – 16

Fundamental Web Design (HTML & CSS)

Age 13 – 16

Mobile Apps Development

Age 10 – 12

Block-based Python

Age 13 – 16

Foundation of Creative Computing

Age 10 – 12

Junior Creator

Age 8 – 9

Interactive Web Design (JavaScript)

Age 13 – 16

Advanced Web Development

Age 13 – 16

Our Success Metrics

Powered Up by Telebort Coding Academy

We have a rating of 4.9/5 stars on Google from our students
“I initially started as a student learning in Telebort in 2018. Throughout the past 4 years learning with Telebort, I've gained a lot of knowledge. I enjoyed the lessons very much as they are interactive, clear, and easy to understand. I am also collaborating with a few of my classmates and friends to setup the Telebort Alumni & Student Association (TASA) as a platform for all Telebort Students to collaborate and learn from each other.” - Jordan
“I truly enjoyed my experience with Telebort. The Teachers there are very dedicated and helped me create a foundation of coding. Thank You, Telebort!!” - Zachary Jonathan
“If I could recommend a place to learn coding in the world, it will be this place. Packed with highly trained and professional instructors, the many programs of Telebort can teach you multiple coding languages like Scratch, HTML, Python and many more...

In Telebort, the lessons are also more practical oriented, which is a good sign, especially for those who want to pursue a diploma and a degree in programming, web & app development as this is the new trend in universities that offer courses in programming, web & app development.” - Titanus
"I've been studying in Telebort for around 3 years. For 3 years, my learning experience has been very eventful and enjoyable. I've learned a lot along the way, starting with scratch projects and progressing to mobile apps, web programming, and Artificial Intelligence using Python. All of the teachers and instructors are extremely knowledgeable and are constantly there to help and encourage students. I'm grateful to Telebort for building a community that encourages students to engage and work together. As a senior in Telebort, I am looking forward to joining the Telebort Alumni & Student Association (TASA) following graduation.” - Kiel
“It has been really fun learning coding with Telebort. The teacher have been really fun and helpful. Thank you for helping me learn about coding.” - Pristeen Clarissa
“I think that Telebort is a great coding learning platform because to me, learning to code is a great ability because it can prove great service to yourself and the world and it is very fun to learn. The instructors are great too. They teach us a lot of things and slowly let us catch up with anything that they left behind. This is my review to Telebort. Thank you.” - Nik Ilhan
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