Artificial Intelligence Program

Artificial Intelligence, or ‘AI’, has become a part and parcel of problem solving.

Many organizations have already started training their employees on basic AI skills. Learn How to bring together data and teams from various disciplines.

This 3-day program taught by world-class faculty, will help you discover, develop and deploy –

State-of-the-art advanced cloud-based tools and technologies in AI/ ML /DL
Open-source Deep learning frameworks
Scikit-learn, keras, Python, Colab Notebook, Tensorflow
ML/DL models and build classifiers using datasets
Pre-Processing Data, handle missing data, Identify and remove unwanted data
Identify Outliers, Feature engineering
Save and productionize the models

This course is ideal for any progressive thinking Business Executives, Project Managers, Sales & Marketing Managers, Business or Financial Data Analysts

This Course Includes

Live sessions spread across 3 days
Hands-on practise
Case study-based learning
Real-world applications
Industry expert interaction during the session
Feedback
Certification from Welingkar on course completion

Artificial Intelligence Program (3 days)

Artificial Intelligence, popularly known as ‘AI’, is no more a buzzword, but is often used to describe machines that mimic cognitive functions of the human mind. AI has become a part and parcel of problem solving.

As machines become increasingly capable, and data increasingly large to deal with, artificial intelligence is being used to performs tasks considered to be unstructured, complex and ambiguous.

Many organizations have already started training their employees on basic AI skills. Learn How to bring together data and teams from various disciplines.

Program Objectives

Discover

State of the art advanced cloud based tools and technologies in AI/ML/DL
Open source Deep learning frameworks
Scikit-learn, keras, Python, Colab Notebook, Tensorflow

Develop

ML/DL models and build classifiers using datasets
Pre-Processing Data, Handle missing data, Identify and remove
outliers, Feature engineering

Deploy

Save and productionize the models

Course Structure

Day 1

Introduction to AI/ML/DL
Supervised & Unsupervised Learning
Pandas and Numpy
Preprocessing –Missing data, Outliers, Scaling & Normalization
Train, Test Split, Cross Validation
Building Models ( Regression, Classification) using Scikit-Learn
Measure Model errors, accuracy

Day 2

Deep Neural Network Models using Keras
Introduction to Tensorflow – Estimator, Data, Eager Execution, Layers
Build Feature Columns
Use the Dataset API to construct data pipeline
Build Neural Network Models using Tensorflow

Day 3

Introduction to RNN & CNN
Build CNN Models using Keras Build a Digits Image classifier using the MNIST dataset
Build a Classifier using Fashion-MNIST dataset Build a LSTM neural network
Predict Movie ratings using the IMDB dataset
Dimensionality Reduction
PCA, t-SNE Visualization using Tensorflow Board

Eligibility

Faculty

Mr Johnson Pushpanathan – Founder & CEO of FSI Infotech has over 28+ years of progressive IT experience in Fortune 500 and ISO 9000 companies specializing in Global Multi-Organizational, Multi-National Manufacturing, Sales and Financial Management Business System Implementations. He has over 15+ years of IT expertise in enterprise systems like ERP, CRM, SCM, PLM and over 10+ years of vast consulting & training experience in the field of Analytics/ BI/ DW and over 5+ years in the field of AI/ ML/ DL Tools.

Mr Johnson has created Machine learning models using Python and R and extensively used Deep Learning frameworks – Google’s Tensorflow and Facebook’s Pytorch. He has provided Training on Machine Learning and Deep Learning using Pytorch and Tensorflow and mentored and trained team members on Machine Learning & Deep Learning. He has designed, built & customized Enterprise Data Warehouse (EDW) Data Models and Dimensional Models. Mr Johnson has also designed, created and Implemented EDW/ETL Adapters for Analytics modules from several sources Oracle EBS, CRM, IBM Maximo, Custom Customer Built Systems and Big Data.

Program Fee

The fee for the program is INR 37,000 + GST. Early Bird offer INR 32,500 + GST.

(Package is inclusive of tuition fee, course material, Certification, library access, participant Manual KIT, lunch & high tea. For outstation participants, we have complementary accommodation at our hostel.)

CHEQUE/DD

The payment can be made via a Cheque or DD in the favour of Prin. L.N. WELINGKAR INSTITUTE OF MANAGEMENT DEVELOPMENT AND RESEARCH.

Eazypay payment details

Ø Go to the portal https://eazypay.icicibank.com.

Ø Enter the mobile number registered with Welingkar.

Ø Enter the One-Time Password received on your mobile and click on ‘Submit’.

Ø Find your bill/invoice.

Ø Tick the ‘I agree and Accept Button’ and then click on the ‘Pay now’ button.

Application

Batch dates: Coming Soon

Application process: Please click on the Application form button, fill in your complete details and press submit.