Introduction to Artificial Intelligence

Artificial Intelligence is revolutionizing the way humans live. By enabling new technologies like self-driving cars and recommendation systems or improving old ones like medical diagnostics and search engines, the demand for expertise in Artificial Intelligence is rising fast. This webinar
will enable you to understand the basics and take first step toward solving important real-world problems related to Artificial Intelligence.

Objectives:

The main learning objectives are:

1. To identify problems where artificial intelligence techniques are applicable
2. To apply selected basic AI techniques; judge applicability of more advanced techniques.
3. To participate in the design of systems that act intelligently and learn from experience.

Introduction to Machine Learning

Machine learning is the art of teaching machines and computers to learn and make decisions on their own. From predicting outcomes to recognizing patterns, machine learning is the wizardry behind intelligent systems in our tech-driven world. In this webinar, the participants will learn
what Machine Learning is and explore application areas of Machine Learning along with the better understanding of Machine Learning concepts. Participants will be exposed to real life application of Machine Learning preparing them to learn and grow in the field of Machine Learning.

Objectives:

The main objectives are:

1. To understand the theory underlying Machine Learning from basic to specialized level.
2. To understand a range of machine learning algorithms along with their strengths and weaknesses.
3. To be able to apply concepts of machine learning to real life problems and applications.

Introduction to Artificial Neural Networks and Deep Learning

Machine learning is an extremely popular area in Artificial Intelligence and Data Science. Artificial Neural Networks are certainly the most well-regarded and widely used machine learning techniques. Understanding the internal structure and mechanism of Artificial Neural Networks will allow the participants to solve problems more efficiently. This also allows them to tune, tweak, and even design new Neural Networks for different projects. This webinar provides an easy way to understand how Artificial Neural Networks and Deep Learning work in detail.

Objectives:

The main objectives are:

1. To understand the basic concepts of ANN and DL and its practical areas of application
2. To know and understand the important algorithms for Neural Network Training
3. To have an overview of the most successful Deep Learning architectures
4. To learn about the applications with particular emphasis on real life problems

Introduction to Neurorobotics and Brain computer interface for robotic rehabilitation

Neurorobotics is the combined study of neuroscience, robotics and artificially intelligent systems. It can be used to provide a means of communication for people suffering from severe motor disabilities or with limb amputation. This webinar with focus on development of electromyography (EMG) based control of prosthetic arm and electroencephalography (EEG)  based control of external devices including a wheelchair for rehabilitation of mobility in
paralyzed individuals. Details of a recently developed functional near-infrared spectroscopy (fNIRS) system for brain-imaging and its application for brain-computer interface will be presented. All necessary steps involved in developing EMG-, EEG- and fNIRS-based neurorobotics interfaces including bioinstrumentation, filtering, pattern recognition and control command generation will be discussed. Some recent works done at Neurorobotics Research Group at Air University, Islamabad will be presented as well.

Objectives:

The main objectives are to introduce with:

1. Difference neuroimaging modalities
2. Application of brain-computer interfaces and their applications
3. Some latest works done in the field of Neurorobotics

 
To book any of the above workshops with Dr. Noman the cost is 1000 GBP per three hours
session per person. Contact us today at info@ltinnovate.com