Intro to Theoretical Computer Science
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Quick Facts
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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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
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
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.
