Courses

• Mathematical Background

• Sequences

  • Even and Odd Sequences

• Signal (Digital and Analog)

• Application of DSP

  • Audio and speech processing

  • Image and video processing

  • Radar and sonar

  • Telecommunications systems

  • Biomedical engineering systems

  • Seismology devices

Computer vision and Machine Learning

• Concept

• Architecture overview

• Image processing

• 2D/3D images 

  • (image types, coordinates)

• Convolution Neural Networks

  • Supervised machine learning

  • Unsupervised Machine Learning

  • Reinforcement Learning

Generative AI

• Concept

• Generative AI and Foundation Models

• Generative AI applications

  • Image Generation

  • Reading, writting, chating 

• Training and testing

• GAN, DCGAN, VAEs, Autoregressive, LLMs

• Generative AI advantages

• Business value with generative AI

Natural Language Processing

• Concept

• NLP Tasks

(Speech recognition, Part of speech tagging, Word sense disambiguation, Named entity recognition, Co-reference resolution, Sentiment analysis, Natural language generation)

• NLP Tools and libraries

• NLP use cases

Virtual Reality

Smart Manufacturing

Python Programming Language

Data Analysis