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Data Science For Everyone

Learn the fundamental principles of data science and apply them to a variety of business tasks.

WORKSHOP STARTS IN

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Overview:

Discover the fundamentals of data science in our introductory workshop designed to provide a solid foundation in a condensed timeframe. In just four hours, you will embark on an immersive learning journey where you’ll explore the essential principles and practical applications of data science in a variety of business tasks.

Led by expert Instructor, this workshop introduces you to the significance of data-driven decision-making and equips you with the essential skills to manipulate, analyze, and visualize data effectively. Through interactive exercises and guided examples, you will gain hands-on experience in exploring data, deriving insights, and presenting findings through impactful visualizations.

Please note that this workshop serves as an introduction to the field of data science and aims to provide a strong starting point for further exploration. While you won’t become a data science expert in just four hours, you will gain valuable insights and practical skills that can be applied to your work and serve as a stepping stone for further learning.

Course Syllabus

  • RMarkdown
    Harness the full potential of data science by mastering the art of creating dynamic documents that seamlessly blend code and text, allowing you to showcase your analyses and insights in an engaging format.
  • Basics of R Programming
    Dive into the world of R programming and acquire the foundational skills needed to manipulate and analyze data effectively. Explore the powerful capabilities of R and unleash its potential to transform raw data into valuable information.
  • Defining Business Questions
    Gain the ability to identify and frame key questions that drive business decisions. Learn how to use data to uncover valuable insights and make data-driven recommendations that can impact the success of your organization.
  • Exploratory Data Analysis
    Embark on an exciting journey of exploration as you dive deep into datasets, uncover hidden patterns, and extract meaningful insights. Acquire powerful techniques to visualize and summarize data, enabling you to make informed decisions.
  • Data Manipulation
    Develop the skills to wrangle and transform raw data into a usable format. Master the art of data cleaning, merging, and reshaping, empowering you to work efficiently and derive accurate conclusions.
  • Introduction to ggplot
    Discover the world of data visualization with ggplot, a versatile and powerful library in R. Learn to create stunning visual representations that breathe life into your data, allowing you to effectively communicate complex ideas and captivate your stakeholders.
  • Practical Hands-On Exercises
    Engage in immersive, hands-on exercises that challenge you to apply your newfound knowledge in creating compelling visualizations. Explore various data visualization techniques and unleash your creativity to deliver impactful presentations.
  • Crafting Compelling Reports
    Elevate your reporting skills by compiling polished reports in different formats. Learn how to create dynamic HTML reports that can be interactively explored, professional PDF documents that impress stakeholders, and refined reports in Microsoft Word for seamless sharing and collaboration.

YOUR INSTRUCTOR

Dyah Nurlita

Sr. Data Science Instructor

A Sr. Data Science Instructor at Algoritma Data Science School, with an impressive track record of teaching over 1,000 hours of training. Specializing in Data Visualization and Machine Learning, Dyah brings a wealth of knowledge and practical insights to the classroom. Her expertise goes beyond theoretical concepts, as she has actively worked on mentoring programs and data science projects.

Dyah’s exceptional skills have led her to provide consultative data science training for esteemed clients such as Citibank, Bank Rakyat Indonesia, Inalum, Bank Central Asia, Indosat, Tokopedia, and more. With her industry experience, she is well-equipped to offer practical insights and real-world examples, effectively bridging the gap between theory and application.

Frequently Asked Questions

This workshop is designed for individuals from diverse backgrounds who have an interest in data science. Whether you’re a business professional, student, or simply curious about the field, this workshop provides a solid introduction to the principles and applications of data science.

No prior knowledge or experience in data science is required. This workshop is specifically designed as an introductory level course, catering to beginners in the field. We will start from the basics and gradually build upon that foundation throughout the workshop.

By the end of the workshop, you will have a solid understanding of the fundamental principles of data science. You will learn how to explore and analyze data, manipulate datasets, and create impactful visualizations. While this workshop provides a strong starting point, it is important to note that it is an introductory workshop and does not make participants experts in data science.

The workshop primarily focuses on using R, a popular programming language for data analysis and visualization. We will also introduce essential R packages and tools commonly used in the data science field. Installation instructions will be provided prior to the workshop.

Yes, you will have continued access to the course material even after completing the course. This allows you to revisit the content and refresh your knowledge.