Artificial Intelligence Course

  • Course level: All Levels

Description

Artificial Intelligence Course

Artificial intelligence (AI) is truly a revolutionary feat of computer science, set to become an essential element of all modern software over the approaching years and decades. This offers a threat but also an opportunity. AI will be organized to augment both defensive and offensive cyber operations. Furthermore, new means of cyber-attack will be developed to take advantage of the particular weaknesses of AI technology. Finally, the significance of data will be improved by AI’s appetite for large amounts of training data, restating how we must think about data protection. Prudent governance at the global level will be important to ensure that this era-defining technology will bring about largely shared safety and prosperity.

Artificial Intelligence Course In common terms, AI denotes to computational tools that are able to substitute for human intelligence in the performance of certain tasks. This technology is presently advancing at a breakneck pace, much like the exponential growth experienced by database technology in the late twentieth century. Databases have grown to become the central infrastructure that drives enterprise-level software. Likewise, most of the new value added from software over the coming decades is expected to be driven, at least in part, by AI.

One of the important purposes of AI is to mechanize tasks that previously would have required human intelligence. to analyze diseases based on patients’ symptoms. 

In an easy model of how AI could be applied to cyber defense, log lines of recorded activity from servers and network components can be considered as “hostile” or “non-hostile,” and an AI system can be trained using this data set to categorize future observations into one of those two classes. The system can then act as an automated sentinel, singling out unusual observations from the huge background noise of normal activity.

Our training is divided into two formats => Basic and Advanced

Mode of Training => Online Live Classes

Certificate In Artificial Intelligence Course

What Will I Learn?

  • How to construct an AI
  • How to construct a Hybrid Intelligent System
  • Fully-Linked Neural Networks
  • Convolutional and Recurrent Neural Networks
  • AutoEncoders
  • Variational AutoEncoders
  • Mixture Density Network
  • Deep Reinforcement Learning
  • Policy Gradient
  • Genetic Algorithms
  • Evolution Strategies
  • Covariance-Matrix Adaptation Evolution Strategies (CMA-ES)
  • Controllers
  • Meta Learning
  • Deep NeuroEvolution

Topics for this course

54 Lessons60h

Artificial Neural Network

The Neuron
The Activation Function
How does it work?
How do Neural Networks learn?
Stochastic Gradient Descent
Backpropagation

Convolutional Neural Network

AutoEncoder

Variational AutoEncoder

Implementing the CNN-VAE

Recurrent Neural Network

Mixture Density Network

Implementing the MDN-RNN

Reinforcement Learning

Deep NeuroEvolution

The Final Run

Artificial Intelligence Course
15000

Requirements

  • Basic Python
  • Knowledge of algorithms

Target Audience

  • Candidate interested in Artificial Intelligence
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