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    Intro to Theoretical Computer Science

    BY
    Udacity

    Learn the basics of theoretical computer science through this free online course by Udacity.

    Brochure Enquire
    Mode

    Online

    Fees

    Free

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course overview

    The Intro to Theoretical Computer Science is a online course that discusses the theoretical aspects of computer science. The course is offered in a self-paced learning style and is taught by industry professionals. The course aims at educating learners on the concepts of theoretical computer science including NP-completeness and algorithmic problems.

    The Intro to Theoretical Computer Science Training will be provided through instructor videos, exercises and interactive quizzes. The knowledge and skills gained through the course will open up careers in the field of data science and machine learning. The Intro to Theoretical Computer Science by Udacity is easily accessible through its online platform.

    The highlights

    • Free course
    • Rich learning content
    • Instructor videos and exercises
    • Taught by industry professionals
    • Interactive quizzes
    • Self paced learning

    Program offerings

    • Free course
    • 2 months duration
    • Beginner level
    • Rich content
    • Instructor videos
    • Exercises
    • Taught by industry professionals
    • Interactive quizzes
    • Self paced learning.

    Course and certificate fees

    Type of course

    Free

    Intro to Theoretical Computer Science Certification Fees is free and you can attend the course without paying any fees.

    certificate availability

    No

    Who it is for

    • The course is suitable for anyone interested in the field of computer science.

    Eligibility criteria

    • Candidates joining the course should have a basic understanding of algorithms and programming.
    • There is no requirement for knowledge of theoretical computer science.

    What you will learn

    Computer skills

    After completing the Intro to Theoretical Computer Science Certification Classes, you will learn about the following topics:

    • Introduction to tough problems
    • Analysis of tough problems
    • NP-completeness
    • Intelligent force
    • Ultimate Limits

    The syllabus

    Lesson 1: Challenging Problems

    Lesson 2: Algorithm Analysis and the RAM

    Lesson 3: Big O (Optional)

    Lesson 4: Connecting Similar Problems

    Lesson 5: Problem Set 1

    Lesson 6: Many Solutions and Intractability

    Lesson 7: Non-deterministic RAM

    Lesson 8: SAT

    Lesson 9: Proof of SAT (Optional)

    Lesson 10: NP-Completeness Via Reductions

    Lesson 11: Problem Set 2

    Lesson 12: Solving NP-Complete Problems

    Lesson 13: Problem Set 3

    Lesson 14: Pruning the Input

    Lesson 15: Preprocessing

    Lesson 16: Measuring Hardness

    Lesson 17: Problem Set 4

    Lesson 18: Approximation Factor

    Lesson 19: Shortest Tour

    Lesson 20: Reductions & Approx. Factors

    Lesson 21: PTAS

    Lesson 22: Problem Set 5

    Lesson 23: Randomization

    Lesson 24: What You've Learnt

    Lesson 25: Problem Set 6

    Lesson 26: Limits of Computation

    Lesson 27: More Undecidability

    Lesson 28: Problem Set 7

    Lesson 29: Exam

    Admission details

    Given below are the steps to enroll in the Intro to Theoretical Computer Science Course:

    Step 1: Go to the official website by clicking on the URL given below -

    https://www.udacity.com/course/intro-to-theoretical-computer-science--cs313

    Step 2: Click on the "Start Free Course" option.

    Step 3: Create an account by filling in your credentials and proceed.

    How it helps

    The Intro to Theoretical Computer Science Certification Benefits are listed below:

    • The course will introduce learners to the core concepts and features of theoretical computer science.
    • The Intro to Theoretical Computer Science Certification Syllabus will cover the knowledge and expertise required to establish careers in machine learning, data science, AI and app development.
    • The course will be taught by industry professionals based on rich learning content.

    Instructors

    Mr Sebastian Wernicke
    Instructor
    Freelancer

    Mr Sean Bennett
    Instructor
    Freelancer

    Ms Sarah Norell
    Instructor
    Freelancer

    FAQs

    Will the candidates be offered placement opportunities?

    No, the candidates of the course will not be offered placement opportunities.

    Does the candidates need prior knowledge in computer science to join?

    No, candidates are not required to possess prior knowledge of computer science to attend the course.

    Who is providing this online course?

    The Intro to Theoretical Computer Science Online Course is provided by Udacity.

    Is there any fee for the course?

    No, the Intro to Theoretical Computer Science Course is available free of cost.

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