Programme on Artificial Intelligence and Deep Learning: 14-25 June 2021 (Monday – Friday): 3 PM – 6 PM
Posted: Wed May 26, 2021 11:19 am
Greeting from the Confederation of Indian Industry!
Certification Programme on
Artificial Intelligence and Deep Learning
14 - 25 June 2021 (Monday – Friday): 3 PM – 6 PM
Course Outline
Introduction to Artificial Intelligence and Deep Learning
· Overview and Applications of AI.
· Building AI Solutions using Deep Learning.
· Deep Learning – Neural Network using Python & R.
· Introduction to Python Libraries – Tensorflow, Keras, OpenCV.
· Perception Algorithm and Back propagation Algorithm.
· Artificial Neural Network (ANN) or Multilayer Perceptron.
Data Mining Supervised Learning/Machine Learning
· Convolution Neural Network (CNN).
· Image Processing and Computer Vision.
· Recurrent Neural Network (RNN).
· Long Short-term Memory (LSTM).
Data Mining Unsupervised Learning
· Gated Recurrent Network (GRU).
· Auto Encoder, Restricted Boltzmann Machine (RBM).
· Deep Belief Networks (DBN).
· Generative Adversarial Networks (GANs).
· Reinforcement Learning and Q-Learning.
Key Benefits/Learning Outcomes
· Understand about the Gated Recurrent Networks (GRU).
· Learn on how to build AI systems using Deep Learning Algorithms.
· Be able to deal with unstructured data such as images, videos, text etc.
· Be able to implement Deep Learning Solutions and image processing applications using convolutional networks.
· Be introduced to analyze sequence data and perform Text analytics and Natural Language Processing (NLP) using recurrent networks.
· Be able to effectively use various Python libraries such as Keras, Tensorflow, OpenCV, etc. which are used in solving AI and Deep Learning problems.
Who should attend?
All those participants who have:
· Basic idea about programming.
· Basic mathematical knowledge should be good to start with the program.
· Candidates aspiring to become Data Scientists or Deep Learning & AI experts.
· Analytics Managers / Professionals, Business Analyst, Developer.
· People who are looking to build a career in Machine Learning, Deep Learning and AI.
· Employees of organizations, who are planning to focus on building AI applications.
· Students can also take up this program to guide their career towards the space of AI.
Faculty Profile
Sharat Chandra is the Head - Big Data Analytics & Senior Data Scientist at Innodatatics Inc. & 360DigiTMG. He has worked on various Big Data Analytics and AI projects, Lead & developed various verticals in his previous employments, Skilled in Big Data / Hadoop Framework including the emerging trends such as Spark, Statistical methods, R, Python, Tableau, Forecasting, Data Mining, Machine Learning, etc. Carried out end to end implementation through segmentation, innovation, model development, forecasting, sizing, and strategizing for various clients in varied domains. Contribution towards Upskilling of others - Trained over 1500+ professionals.
Schedule
Date : 14 - 25 June 2021 (Monday to Friday)
Time : 3 PM to 6 PM
Duration : 30 Hours (3 hours / day, 10 days)
System hardware and Software Requirements to attend this session:
A system with a min of 4 GB RAM with decent processor (i5 core) should do. The below software is required.
· Python and Anaconda (IDE).
· R and RStudio.
· MS Office.
A stable internet connection with decent speed can cater to the program.
Sessions will be through Microsoft Teams.
Registration Fees
CII Member : INR 18,000/- + GST
Non-Member : INR 20,000/- + GST
Academia/Individual : INR 16,000/- + GST
Ø 10% discount for 3 or more participants from the same organization.
Ø Registration fee is non-refundable. However, a change in nomination is accepted.
Ø Registration would be confirmed only against receipt of payment.
Ø Sessions will be through Digital Platform, Microsoft Teams.
We are writing to request you to utilize this opportunity by nominating suitable officials from your Industry/establishment for the above programmes.
Kindly use the following format to send in your confirmation/nominations.
Sl.No
Name
Designation
Company
Email ID
Mobile No
Billing address
GST Details
The delegate fee can be done online/NEFT. We will send the details on receipt of your confirmation.
For further details, you may please contact Jose R. Varghese | [email protected] | +91 98451 94127.
Looking forward to receiving your nominations.
Regards,
S Rajagopal
Senior Consultant
Confederation of Indian Industry
(Southern Region), 98/1, Velacherry Main Road, Guindy, Chennai - 600 032, India, W: www.cii.in
Certification Programme on
Artificial Intelligence and Deep Learning
14 - 25 June 2021 (Monday – Friday): 3 PM – 6 PM
Course Outline
Introduction to Artificial Intelligence and Deep Learning
· Overview and Applications of AI.
· Building AI Solutions using Deep Learning.
· Deep Learning – Neural Network using Python & R.
· Introduction to Python Libraries – Tensorflow, Keras, OpenCV.
· Perception Algorithm and Back propagation Algorithm.
· Artificial Neural Network (ANN) or Multilayer Perceptron.
Data Mining Supervised Learning/Machine Learning
· Convolution Neural Network (CNN).
· Image Processing and Computer Vision.
· Recurrent Neural Network (RNN).
· Long Short-term Memory (LSTM).
Data Mining Unsupervised Learning
· Gated Recurrent Network (GRU).
· Auto Encoder, Restricted Boltzmann Machine (RBM).
· Deep Belief Networks (DBN).
· Generative Adversarial Networks (GANs).
· Reinforcement Learning and Q-Learning.
Key Benefits/Learning Outcomes
· Understand about the Gated Recurrent Networks (GRU).
· Learn on how to build AI systems using Deep Learning Algorithms.
· Be able to deal with unstructured data such as images, videos, text etc.
· Be able to implement Deep Learning Solutions and image processing applications using convolutional networks.
· Be introduced to analyze sequence data and perform Text analytics and Natural Language Processing (NLP) using recurrent networks.
· Be able to effectively use various Python libraries such as Keras, Tensorflow, OpenCV, etc. which are used in solving AI and Deep Learning problems.
Who should attend?
All those participants who have:
· Basic idea about programming.
· Basic mathematical knowledge should be good to start with the program.
· Candidates aspiring to become Data Scientists or Deep Learning & AI experts.
· Analytics Managers / Professionals, Business Analyst, Developer.
· People who are looking to build a career in Machine Learning, Deep Learning and AI.
· Employees of organizations, who are planning to focus on building AI applications.
· Students can also take up this program to guide their career towards the space of AI.
Faculty Profile
Sharat Chandra is the Head - Big Data Analytics & Senior Data Scientist at Innodatatics Inc. & 360DigiTMG. He has worked on various Big Data Analytics and AI projects, Lead & developed various verticals in his previous employments, Skilled in Big Data / Hadoop Framework including the emerging trends such as Spark, Statistical methods, R, Python, Tableau, Forecasting, Data Mining, Machine Learning, etc. Carried out end to end implementation through segmentation, innovation, model development, forecasting, sizing, and strategizing for various clients in varied domains. Contribution towards Upskilling of others - Trained over 1500+ professionals.
Schedule
Date : 14 - 25 June 2021 (Monday to Friday)
Time : 3 PM to 6 PM
Duration : 30 Hours (3 hours / day, 10 days)
System hardware and Software Requirements to attend this session:
A system with a min of 4 GB RAM with decent processor (i5 core) should do. The below software is required.
· Python and Anaconda (IDE).
· R and RStudio.
· MS Office.
A stable internet connection with decent speed can cater to the program.
Sessions will be through Microsoft Teams.
Registration Fees
CII Member : INR 18,000/- + GST
Non-Member : INR 20,000/- + GST
Academia/Individual : INR 16,000/- + GST
Ø 10% discount for 3 or more participants from the same organization.
Ø Registration fee is non-refundable. However, a change in nomination is accepted.
Ø Registration would be confirmed only against receipt of payment.
Ø Sessions will be through Digital Platform, Microsoft Teams.
We are writing to request you to utilize this opportunity by nominating suitable officials from your Industry/establishment for the above programmes.
Kindly use the following format to send in your confirmation/nominations.
Sl.No
Name
Designation
Company
Email ID
Mobile No
Billing address
GST Details
The delegate fee can be done online/NEFT. We will send the details on receipt of your confirmation.
For further details, you may please contact Jose R. Varghese | [email protected] | +91 98451 94127.
Looking forward to receiving your nominations.
Regards,
S Rajagopal
Senior Consultant
Confederation of Indian Industry
(Southern Region), 98/1, Velacherry Main Road, Guindy, Chennai - 600 032, India, W: www.cii.in