Description:

Join for an informative discussion on the fascinating subject of mathematical modelling in AI. While AI techniques are widely used to build and train AI models, this session takes a different approach, delving into the profound insights and understanding that mathematical modelling can provide while surpassing the bounds of typical AI methods.

In this session, we will take a journey through many mathematical topics that are tightly linked to AI. Learn how to use probability and statistics to analyse AI algorithms, modelling uncertainty, and probability distributions to identify trends and improve performance. Investigate the powerful applications of optimisation techniques for optimising algorithms and solving complicated issues, enabling AI systems to obtain optimal results.

Prerequisites:

I expect the audience to have basic knowledge in :

• Python
• Probability and Statistics
• AI Algorithms and Frameworks
• Mathematical Understanding

Speaker Info:

Karthik K is an AI Engineer at Litmus7. With a strong background in computer science and engineering, Karthik has extensive experience in the field of Artificial Intelligence, particularly in the domains of Computer Vision and Natural Language Processing. He specialises in end-to-end pipeline building and has expertise in edge deployment of AI models. Karthik has also worked on projects in the mobile and web domains, albeit on a smaller scale, and has experience with cloud services.

As a passionate problem solver, Karthik thrives on tackling challenging problems that do not have readily available solutions. He possesses deep knowledge in the applied AI domain, with expertise in Automotive, Agriculture, Fashion, Healthcare, and real estate sectors.

With a strong technical background and a passion for sharing knowledge, Karthik is an experienced public speaker and is available for services such as program management, public speaking, career development coaching, IT consulting, interview preparation, technical writing, and application development.He is constantly engaged in activities and workshops related to his field, demonstrating his commitment to professional growth and networking opportunities.

For more information and to connect with Karthik here.

Speaker Links:

• https://www.linkedin.com/in/karthik1997
  • https://ieeexplore.ieee.org/author/37088203747
  • github.com/karthik1997
  • https://twitter.com/karthik_kochath