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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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