AI & Machine Learning Workshop

TechTrunk Ventures Pvt Ltd Provides 2/3/7 Day workshop on Artificial Intelligence and Machine Learning for Engineering Colleges, Corporate Houses and Research Organizations.

For Long Term Training please click here – http://techtrunk.in/artificial-intelligence-training/

  • This introductory workshop on Artificial Intelligence gives an overview of many concepts, techniques, and algorithms in Fuzzy Logic, machine learning, and beginning with topics such as classification and linear regression and ending up with more recent topics such as working with neural network, network training, adaptive training, Best Meaning Fitting, Support Vector Machine etc. The course will give the student the basic ideas and intuition behind modern machine learning methods as well as a bit more formal understanding of how, why, and when they work.

     
    In this workshop participants will learn designing programmable systems, interafacing various sensors, working with ESP8266, HC05, node-red, IBM Watson IoT, MQTT, AWS IoT and man more.

     

     

     

     

  • Day 1 

    Session 1

    • Introduction to Artificial Intelligence
    • Applications of AI in PMU, DG Unit, Substation Placement, Electronics Optimization
    • Various methods used for AI
    • Getting Started with MATLAB
    • Basics of Programming with MATLAB
    • Control Structure, Functions in MATLAB
    • Getting started with Fuzzy Logic
    • Problem Formulation, Defuzzification & Rulebase
    • Analyzing Tipping problem using Fuzzy logic
    • Using Fuzzy logic toolbox
    • Washing Machine Problem using Fuzzy logic Toolbox
    • Using MATLAB programming for Fuzzy logic Analysis
    • Fuzzy logic applications in Electrical Engineering
    • Fuzzy Logic Applications in Communication Engineering

     

    Session 2

    • Getting Started with Machine Learning
    • Supervised Learning Introduction & Examples
    • Unsupervised Learning Introduction & Examples
    • Linear Regression & implementation
    • Introduction to Network Architecture
    • Designing Neural Network Model
    • Model Representation Methods
    • Single Layer Neural Network
    • Multilayer Neural Network Architecture
    • Introduction to Gradient Descent Algorithm
    • Single Line Training
    • Using nntool in MATLAB
    • Programming Neural Network with MATLAB

     

    Day 2

    Session 1

    • Getting started with Raw data Analysis
    • Character recognition Example
    • Analyzing the training by varying the training rate, number of training data sets and other factors
    • Applications of Machine Learning
    • Support Vector Machine
    • Working with SVM for Classification
    • Examples using SVM
    • Data Analysis using SVM
    • Applications of SVM

     

    Session 2

    • Introduction to Genetic Algorithm
    • Overview of Genetic Algorithm
    • Applications & Scope of GA
    • Fitness Function, Selection, Crossover & Mutation
    • Optimizing Nonlinear functions using gatool
    • Hybrid GA-NLP Method for optimization
    • Applications of GA in Electrical Engineering
    • Applications of GA in Electronics Engineering

    • A working Laptop/PC in a group of 5 participants with minimum of 1 GB RAM, 100 GB HDD, intel i3+ processor
    • MATLAB 2012 or above version preinstalled
    • A Seminar Hall with sitting capacity of all participants along with charging plugs, proper ventilation
    • Projector, Color Mike and Speakers

    1. Softcopy of PPTs and study material for all participants
    2. Certificate of Participation for every participant
    3. A competition will be organized at the end of the workshop and winners will be awarded by Certificate of Excellence and Coupon for Advance AI Training.
    4. Kit will be given to a team of 5 participants

 

 

 

 

 

 

 

Artificial Intelligence Workshop

AI Workshop

Best Workshop providing company

Machine Learning workshop

TechTrunk Ventures Pvt Ltd

2 days workshop on Artificial Intelligence and Machine Learning

Best Artificial Intelligence Workshop in Hyderabad

Best Workshop providing company