ARTIFICAL INTELLEGENCE COURSE (SIX WEEKS)

Event Scheduled on:

Starts from October 1st 2022

Time:

Saturday and Sunday 11:00 – 14:00

Google Registration Form Link:

 

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.​

Whatsapp Group Link:

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):

Sorry! Registration is not available for this event, please contact us for more details.

Facebook Event URL:

Contacts:

For Any Clarification Contact

Dr.S.Prabhakar
+919940322437

D.C.Jennifer
+91840728806

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