Foundations of AI

The "Foundations of AI" course is designed to equip learners with the essential mathematical, statistical, and programming skills required to dive into the world of artificial intelligence. This comprehensive course covers the fundamental principles of mathematics, statistics, and Python programming, forming the bedrock upon which advanced AI concepts are built.

Created by

IDC India

04:48:30 Hours

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English

Last updated

Mon, 24-Jun-2024

Course description

Key Topics:

Mathematics: Linear algebra, calculus, probability, and discrete mathematics, focusing on concepts directly applicable to AI and machine learning.
Statistics: Descriptive and inferential statistics, hypothesis testing, regression analysis, and data visualization techniques essential for understanding and interpreting data.
Python Programming: Introduction to Python, data structures, libraries (such as NumPy, pandas, and Matplotlib), and best practices for coding in AI applications.

What will i learn?

Learning Outcomes: By the end of this course, students will: Gain a solid understanding of mathematical and statistical foundations crucial for AI. Develop proficiency in Python programming, including the use of essential libraries. Be prepared to tackle more advanced AI and machine learning courses with confidence.

Requirements

No prior experience in AI or programming is required. However, a basic understanding of high school-level mathematics is recommended to grasp the concepts effectively.

Frequently asked question

This course is designed for beginners who have little to no prior experience in AI or programming. It's ideal for individuals who want to build a strong foundation in mathematics, statistics, and Python programming, which are essential for learning AI.

You will need a computer with internet access. All necessary software and tools, such as Python and related libraries, will be covered and instructions for installation will be provided.

The classes are conducted online through video lectures, interactive sessions, and practical assignments. There will also be discussion forums and live Q&A sessions with instructors.

You will have access to discussion forums where you can interact with peers and instructors. Additionally, there are live Q&A sessions, and you can reach out to instructors via email for further assistance.

You can enrol in the course by visiting our website www.idcindia.net and following the registration process.

IDC India

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₹1499

Lectures

14

Skill level

Beginner

Expiry period

12 Months

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