Mathematics for Artificial Intelligence

Event Details

Mathematics for Artificial Intelligence

Time: March 23, 2019 at 10am to March 24, 2019 at 7pm
Location: Pune, Maharashtra, India
City/Town: Pune, Maharashtra, India
Website or Map:
Phone: 9665537260
Event Type: workshop
Organized By: Priyanka Kasture
Latest Activity: Mar 12

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Event Description

A person working in the field of Artificial Intelligence, who doesn’t know math is like a politician who doesn’t know how to persuade. Both have an inescapable area to work upon! We are all aware, that mathematics is crucial for many high-demand lucrative career fields such as: computer science, data science and artificial intelligence.

And therefore, we at Machine Learning India, which is a community of over 30,000 technologists across the country, have come up with a two-day workshop on - Mathematics for AI. The goal is to lay a solid foundation of mathematics, statistics, probability, calculus, linear algebra and optimization and help technologists further their careers.

If you're looking to gain a good understanding of all the mathematical concepts in AI, in a way that allows you to study at a fraction of the cost it would take at a traditional university, this workshop is for you. If you're a working professional needing a refresher on artificial intelligence or machine learning, or a complete beginner who needs to learn these domains for the first time, this workshop is your one-stop.

Workshop Syllabus:

  •  Logic

  •  Sets and Types

  •  Probability

  •  Linear Algebra and Vector Spaces

  •  Functions and Function Spaces

  •  Matrices and Linear Operators

  •  Matrix Differential Calculus

  •  Statistics and Inference

  •  Information and Entropy

  •  Distributions and Modeling

  •  Regression and Classification

  •  Regularization

  •  Gaussian Graphical Models

  •  Kernel Methods

  •  Convex Optimization

What you get:

  •  Certificate

  •  Community Merchandise

  •  Refreshments

  •  Cloud Coupons and Credits

  •  Community Networking

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