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Introduction to Data Science

Introduction to Data Science
Embark on your data science journey with the WOL Academy’s comprehensive “Introduction to Data Science” course. This meticulously designed 3-month (13-week term) program is perfect for beginners with no prior experience, offering a hybrid learning approach combining engaging online lectures, practical lab sessions, and interactive online discussions. Our instructor-led program will equip you with a foundational understanding of data science concepts, empowering you to wrangle, analyze, visualize, and interpret data effectively.
This introductory course delves into the core principles of data science, covering essential techniques in data wrangling and preprocessing to clean and prepare data for analysis. You’ll gain a solid grasp of machine learning fundamentals, exploring key algorithms and their applications. Furthermore, you’ll learn how to effectively communicate data insights through compelling visualizations. Through real-world case studies and hands-on practical exercises, you’ll discover the diverse applications of data science across various industries and become familiar with essential data science tools and technologies. Assessment will be based on assignments, quizzes, examinations, and a final project, ensuring a thorough understanding of the material. Upon successful completion, you will receive a Certificate of Completion from the WOL Academy, validating your newly acquired data science skills.
What you will be able to do
- Demonstrate a basic understanding of core data science concepts and techniques.
- Effectively wrangle and preprocess raw data for analysis.
- Grasp the fundamental principles of machine learning algorithms.
- Create insightful data visualizations to communicate findings.
- Identify and understand various applications of data science in real-world scenarios.
- Gain familiarity with key data science tools and technologies.
Features
- Comprehensive introduction to fundamental data science concepts.
- Hands-on practical lab sessions to reinforce learning.
- Engaging online lectures and interactive discussions.
- Experienced instructors providing expert guidance.
- Real-world case studies and applications.
- Certificate of Completion from the WOL Academy.
- Flexible hybrid learning format.
Target audiences
- High school students (Grades 10-12) interested in exploring the field of data science.
- Post-school learners seeking a foundational understanding of data science for career advancement or personal development.
- Individuals with no prior data science experience looking to enter this rapidly growing field.
- Anyone curious about the power of data and its applications.
Requirements
- Current Grade 10 - 12 students: Enrolled in a recognized educational institution with proof of registration.
- Post-school learners: Hold a National Senior Certificate (NSC) or equivalent qualification.
- A minimum of 50% in Home Language.
- A minimum of 50% in Mathematics or Mathematical Literacy.
- An overall average of 50% or more on all subjects.
- Basic computer literacy and internet access.
FAQs
No, this is a beginner-level course, and no prior coding experience is necessary.
We will introduce you to relevant open-source data science tools.
You will attend online lectures and participate in online discussions, complemented by practical lab sessions.
Yes, you will have access to instructors and online forums for support and guidance.
Your progress will be evaluated through assignments, quizzes, examinations, and a final project.