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Artificial Intelligence using MATLAB

Language: English

Instructors: Jishnu R

Why this course?

Description

About the Program :

AI  is a blooming domain nowadays . AI  has been in the Gartners chart for some time now and it is growing day by day. This program on AI using MATLAB will provide the learners a complete insight into MATLAB Programming , ML , DL and AI Algorithms to cater to the job market.

What You will Get ?✅Recorded videos ,Online support through forums 
✅All Video access for 3 Months
✅Download all source code
✅PPTs
✅ Internship E-Certificate
✅Assignments
✅10+ Projects

AGENDA :

   Lesson 1            Introduction to AI & Its application
   Lesson 2            MATLAB Fundamentals & Tools Box
   Lesson 3            GUI , Graphs & Plots in MATLAB
   Lesson 4            Graphical User Interface ( GUI - I ) in MATLAB
   Lesson 5            Graphical User Interface ( GUI - II ) in MATLAB
   Lesson 6            Commands , Control Statements & Loops in MATLAB
   Lesson 7            Imaging Fundamentals & Processing
   Lesson 8            De Noising Images
   Lesson 9            Filters in Images
   Lesson 10          Image Compression - DWT & SWT Based
   Lesson 11          Image classification using SVM
   Lesson 12          Image classification using KNN
   Lesson 13          How to apply Random Forest ?
   Lesson 14          Linear prediction using Linear regression
   Lesson 15          Making a decision using decision tree
   Lesson 16          Regression using GBM
   Lesson 17          Data Analysis using XGBoost
   Lesson 18          Predictions using LightGBM
   Lesson 19          Predictions using Naïve bayes
   Lesson 20          Intro to deep learning
   Lesson 21          Simple NN image labeling & classification technique
   Lesson 22          Classification using CNN
   Lesson 23          Data Analysis using LSTM
   Lesson 24          what's the role of NLP in AI?
   Lesson 25          Classify text data using deep learing
   Lesson 26          Converting from speech to text
   Lesson 27          Speech recogition using deep learning
   Lesson 28          Audio labeling audio labler toolbox
   Lesson 29          Project Demo - I
   Lesson 30          Project Demo – II

Course Curriculum

How to Use

After successful purchase, this item would be added to your courses.You can access your courses in the following ways :

  • From the computer, you can access your courses after successful login
  • For other devices, you can access your library using this web app through browser of your device.

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