Artificial Intelligence

Artificial Intelligence (AI) makes it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks. Most AI examples that you hear about today – from chess-playing computers to self-driving cars – rely heavily on deep learning and natural language processing. Using these technologies, computers can be trained to accomplish specific tasks by processing large amounts of data and recognizing patterns in the data.

Why Artificial Intelligence Course ..?

  • Artificial Intelligence is the current technology trend which will have a huge impact across various industries.

  • Currently huge demand for Artificial Engineers in India and abroad.

  • Artificial Intelligence Course (or) AI Course is handled by technological professionals.

  • Industry certified experts and Robotic experts to provide full-fledge training modules.

  • Artificial Intelligence students will undergo on-hand practical sessions.

  • Provided with Hardware and Software tools with necessary resources.

  • Students here get familiar with IT/Software processes.

  • In-depth industry exposure.

  • Enhance training in corporate skills and MNC companies.

  • Become a Certified Artificial Intelligence Training Professional.

  • Best Career Guidance and Job Opportunities, which is constantly shared with you regularly.

  • Mock Exams are conducted to test your skills and prepare you to take the real-time exam.

  • Extensive industrial exposure.

  • Mock interviews are conducted regularly to boost your confidence.

  • On-going and futuristic demand for skilled Artificial Intelligence professionals.

CURRICULUM

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Part 0 - Fundamentals of Reinforcement Learning

  • Q-Learning Intuition
  • Plan of Attack
  • What is reinforcement learning?
  • The Bellman Equation
  • The "Plan"
  • Markov Decision Process
  • Policy vs Plan
  • Adding a "Living Penalty"
  • Q-Learning Intuition
  • Temporal Difference

Part 1 - Deep Q-Learning

Welcome to Deep Q-Learning
  • Deep Q-Learning Intuition
  • Plan of Attack
  • Deep Q-Learning Intuition - Learning
  • Deep Q-Learning Intuition - Acting
  • Experience Replay
  • Action Selection Policies
Deep Q-Learning Implementation
  • Plan of Attack
  • Getting Started
  • Self Driving Car(All 16 Steps)
Deep Q-Learning Visualization
  • Self Driving Car - Level 1
  • Self Driving Car - Level 2
  • Self Driving Car - Level 3
  • Self Driving Car - Level 4

Part 2 - Deep Convolutional Q-Learning

Welcome to Deep Convolutional Q-Learning
  • Deep Convolutional Q-Learning Intuition
  • Plan of Attack
  • Deep Convolutional Q-Learning Intuition
  • Eligibility Trace
Deep Convolutional Q-Learning Implementation
  • Plan of Attack
  • Where to get the Materials
  • Doom ( All 17 Steps)
Deep Convolutional Q-Learning Visualization
  • Watching our AI play Doom

Part 3 - A3C

Welcome to A3C
  • A3C Intuition
  • Plan of Attack
  • The three A's in A3C
  • Actor-Critic
  • Asynchronous
  • Advantage
  • LSTM Layer
A3C Implementation
  • Plan of Attack
  • Where to get the Materials
  • Breakout (All 14 Steps)
A3C Visualization
  • Watching our AI play Breakout
Artificial Neural Networks
  • What is Deep Learning?
  • Plan of Attack
  • The Neuron
  • The Activation Function
  • How do Neural Networks work?
  • How do Neural Networks learn?
  • Gradient Descent
  • Stochastic Gradient Descent
  • Backpropagation
Convolutional Neural Networks
  • Plan of Attack
  • What are convolutional neural networks?
  • Step 1 - Convolution Operation
  • Step 1(b) - ReLU Layer
  • Step 2 - Pooling
  • Step 3 - Flattening
  • Step 4 - Full Connection
  • Softmax & Cross-Entropy

Artificial Inteligence Certification Pass Guranteed!

  • Complete Your Course

  • Become Certified

  • Impress Your Employer

FAQ

Pre-requisite for the course?

Basic Programming Knowledge

Basic Mathematics Knowledge

Basic Machine Learning knowledge

What is the duration of course?

40+ hours

Who can take this course?

B.Tech/M.tech/M.Sc. Mathematics/M.Sc Statistics/M.Sc Physics Students

Working professionals

Where you will be after this course?

You will be able to design prediction models using highly accurate and advance Artificial Intelligence Algorithms.

Who will provide the training for this course?

Trainers who are/were working with corporate and have practical understanding of the subjects.

What is special about Excelvisor Technologies?

Excelvisor is a product based 4.0 industry company, we are very professional and we provide industry like environment to their students and we have good links and tie-ups with the corporate, which helps our students in their placements.

CONTACT US

EXCELVISOR TECHNOLOGIES

2nd Floor,No. 4, BTM 6th Stage,2nd Phase,2nd Block, BDA 80 Feet Rd, Muthuraya Swamy Layout, Hanuman Nagar, Hulimavu, Bengaluru, Karnataka 560076

   Email: info@excelvisor.com

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