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Item Details | Price |
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Language: ENGLISH
Instructors: Jishnu R
Why this course?
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
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