ARTIFICAL INTELLEGENCE COURSE (SIX WEEKS)

Registration Fees:
INR 4500 INR/- per person (India) (including GST)
$100 USD (For other countries)

Group Discount Offer:
Group of 5 & above will get 5% Discount
Group of 10 & above will get 10% Discount

Agenda:

HARD COPY OF CERTIFICATE WILL BE SENT TO YOUR GIVEN ADDRESS

AGENDA

(Tentative. Might change at the end)

Week 1: Introduction

• Day 1: Introduction to AI, Data, Data analysis, ML/DL.
• Day 2: World of Data.

Week 2: Data and Features

• Day 1: Data structures, Data representation, Feature identification.
• Day 2: Statistics and probability Theory.

Week 3: Pattern Recognition

• Day 1: Classifiers, Nearest neighbors, Regressors.
• Day 2: SVM, SVR

Week 4: Pattern Analysis

• Day 1: Density Estimation, Clustering, Random Forest
• Day 2: GMM, PCA, High Dim spaces, HMM

Week 5: Deep Learning – A Introduction.

• Day 1: Introduction to MLP, Losses, Activations and optimizers
• Day 2: Back propagation, Fully connected Networks, CNN

Week 6: Deep Learning – Advanced topics

• Day 1: ResNets, MobileNets, RNNs and LSTMs
• Day 2: Transformer models and recap.

Apart from the content, few exercise sheets will be provided and a feedback on the work will be given for those who submit the solutions.​

Venue:

ONLINE MODE

DURATION:  6 weeks – 2 classes per week – 3 hours per class (Roughly 2 hours of theory and 1 hour practical).  Total of 36 hours

CLASS START: October 1st 2022

Payment Link(s):

Contacts:

For Any Clarification Contact

Dr.S.Prabhakar
+919940322437

D.C.Jennifer
+91840728806