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Computation Thinking and Basics of Coding

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30 Hours

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Course offered by Ayush Kurlekar

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This course introduces the fundamental concepts of computational thinking, providing a structured approach to problem-solving and algorithmic reasoning. Designed for individuals with no prior coding experience, it explores key principles such as decomposition, pattern recognition, abstraction, and algorithm design. Through interactive exercises and real-world examples, participants develop critical thinking skills and gain a solid foundation for understanding the logic and processes behind coding. This course prepares students to tackle coding challenges confidently and serves as a crucial prerequisite for further programming courses.

  1. Introduction to Computational Thinking

    • What is computational thinking?
    • Importance and applications of computational thinking
  2. Problem Solving and Decomposition

    • Analyzing problems and breaking them down into manageable parts
    • Identifying patterns and regularities
  3. Abstraction and Modeling

    • Representing complex problems through simplified models
    • Identifying relevant details and ignoring irrelevant information
  4. Algorithms and Algorithmic Thinking

    • Understanding algorithms and their role in problem-solving
    • Designing and evaluating algorithms for efficiency and correctness
  5. Logical Reasoning and Pattern Recognition

    • Identifying and applying logical reasoning to solve problems
    • Recognizing patterns and applying them to new situations
  6. Data Representation and Analysis

    • Understanding different data types and their representation
    • Analyzing and interpreting data for problem-solving
  7. Collaboration and Communication

    • Working effectively in teams to solve computational problems
    • Communicating algorithms and solutions clearly and concisely
  8. Ethical and Social Implications

    • Discussing ethical considerations related to computational thinking and coding
    • Recognizing the impact of technology on society

About the Trainer

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Ayush Kurlekar

Bachelor of Computer Science (B.Sc. (Computer Science)) from Indian Institute of Technology Madras

5 Years of Experience

I am a professional tutor as well as a Machine Learning Engineer working in this industry for the last 5 years. I teach Python, Data Science, and Machine Learning to all age groups. If you want to start your journey in coding and ML AI then it's the time. Also if you want to upgrade your skills, you can start learning.

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