AI and Deep Learning
Workshop

These Workshops are being planned across India at different locations. We will keep on adding new dates and Venues for the workshops.
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Workshops Completed/Planned

Marwadi University, Rajkot, Gujarat

June 1, 2018 to June 3, 2018 ( Feedback) ( Toppers )

Bennett University, Greater Noida, NCR, UP

June 5, 2018 to June 7, 2018 ( Feedback) ( Toppers )

Girijananda Institute of Management and Technology, Guwahati, Assam

June 9, 2018 to June 11, 2018 ( Feedback ) ( Toppers )

Symbiosis Institute of Technology, Pune, Maharashtra

June 13, 2018 to June 15, 2018 ( Feedback ) ( Toppers )

S R Engineering College, Warangal, Telangana

June 17, 2018 to June 19, 2018 ( Feedback ) ( Toppers )

Madanpalle Institute of Technology and Sciences, Chittoor District, Andhra Pradesh

June 21, 2018 to June 23, 2018 ( Feedback ) ( Toppers )

Saintgits College of Engineering, Kottayam, Kerala

June 25, 2018 to June 27, 2018 ( Feedback ) ( Toppers )

S R K R Engineering College, Bhimavaram, Andhra Pradesh

June 28, 2018 to June 30, 2018 ( Feedback ) ( Toppers )

CHARUSAT, Changa, Gujarat

July 07, 2018 to July 09, 2018 ( Feedback ) ( Toppers )

CMR College of Engineering and Technology, Hyderabad, Telangana

July 14, 2018 to July 16, 2018 ( Feedback ) ( Toppers )

Galgotias University, Greater Noida, U.P.

July 17, 2018 to July 19, 2018 ( Feedback ) ( Toppers )

FR. Conceiao Rodrigues College of Engineering, Mumbai, Maharashtra

July 21, 2018 to July 23, 2018 ( Feedback ) ( Toppers )

Kongu Engineering College, Erode, Tamilnadu

July 28, 2018 to July 30, 2018 ( Feedback ) ( Toppers )

KLE Technological University, Hubballi, Karnataka

August 11, 2018 to August 13, 2018 ( Feedback ) ( Toppers )

Bhilai Institute of Technology, Durg, Chhattisgarh

August 18, 2018 to August 20, 2018 ( Feedback)( Toppers )

National Institute of Science and Technology, Berhampur, Odisha

September 1, 2018 to September 3, 2018 ( Feedback)( Toppers )

G H Raisoni College of Engineering, Nagpur, Maharashtra

September 8, 2018 to September 10, 2018 ( Feedback)( Toppers )

Aditya Silver Oak Institute of Technology, Ahmedabad, Gujarat

September 6, 2018 to September 08, 2018 ( Feedback)

GIMT, Guwahati

September 6, 2018 to September 08, 2018 on Big Data Analytics Using Hadoop ( Feedback)

Galgotia University, Greater Noida

September 14, 2018 to September 15, 2018 on Machine Learning ( Feedback)

Ramco Institute of Technology, Rajapalyam, Tamilnadu

September 14, 2018 to September 16, 2018 ( Feedback)( Toppers )

Ansal University, Gurugram

September 22, 2018 to September 23, 2018 ( Feedback)

Galgotia College of Engineering and Technology, Greater Noida

September 25, 2018 to September 26, 2018 ( Feedback)

Model Institute of Engineering and Technology, Jammu

September 29, 2018 to October 01, 2018( Feedback)( Toppers )

Mahendra Engineering College, Nammakal, Tamilnadu

September 27, 2018 to September 28, 2018 Machine Learning ( Feedback)

Gandhigram Rural Institute, Dindigul, Tamilnadu

October 04, 2018 to October 05, 2018( Feedback)

CMR Group of Colleges, Hyderabad

October 06, 2018 to October 07, 2018 on Hands on MOOCs ( Feedback)

Dr. D. Y. Patil School of Engineering and Technology, Pune, Maharashtra

October 06, 2018 to October 08, 2018( Feedback)( Toppers )

Poornima University, Jaipur

October 12, 2018 to October 14, 2018 ( Feedback)( Toppers )

Amritsar College of Engineering and Technology, Amritsar

October 22, 2018 to October 23, 2018 on IoT and Drones ( Feedback)

ABES Engineering College, Ghaziabad, UP

October 26, 2018 to October 27, 2018 ( Feedback)

Galgotia University, Greater Noida

November 02, 2018 to November 03, 2018 on Big Data Analytics ( Feedback)

Marwadi University, Rajkot

November 02, 2018 to November 03, 2018 on Machine Learning ( Feedback)

MAM College of Engineering and Technology, Tiruchirappalli

November 10, 2018 to November 11, 2018 ( Feedback)

Pragati Engineering College, Surampalem, AP

November 16, 2018 to November 17, 2018 on Big Data Analytics ( Feedback)

B. V. Raju Institute of Technology, Medak, Telangana

November 24, 2018 to November 26, 2018( Feedback)( Toppers )

Narasaraopeta Engineering College, AP

November 23, 2018 to November 24, 2018 on Machine Learning ( Feedback)

Vasireddy Venkatadri Institute of Technology, Guntur, AP

November 24, 2018 to November 25, 2018 on IoT and Drones ( Feedback)

Sri Ramakrishna Engineering College, Coimbatore

November 30, 2018 to December 02, 2018 on IoT and Drones ( Feedback)

Sri Padmavati Mahila Visvavidyalayam, Tirupati

December 01, 2018 to December 02, 2018 on Big Data Analytics (Feedback)

Saintgits Engineering College, Kottayam

December 07, 2018 to December 08, 2018 on MOOCs (Feedback)

Bennett University, Greater Noida

December 07, 2018 to December 09, 2018 on AI and Deep Learning (Feedback)

Sri Vasavi Engineering College, Tadepalligudem

December 08, 2018 to December 09, 2018 on Big Data Analytics (Feedback)

S R Engineering College, Warangal

December 08, 2018 to December 09, 2018 on IoT and Drones (Feedback)

Galgotia University, Greater Noida

December 17, 2018 to December 19, 2018 on AI and Deep Learning (Feedback)

Bennett University, Greater Noida

December 19, 2018 to December 21, 2018 on AI and Deep Learning (Feedback)

ACE Engineering College, Hyderabad

December 20, 2018 to December 21, 2018 on Machine Learning

College of Engineering, Pune

December 19, 2018 to December 23, 2018 (Feedback) (Toppers)

St. Joseph'S College of Engineering, Chennai

December 21, 2018 to December 22, 2018 on IoT and Drones (Feedback)

SRK Institute of Technology, Vijaywada

December 22, 2018 to December 23, 2018 on Machine Learning (Feedback)

Sree Vidyanikethan Engineering College, Tirupathi, AP

December 28, 2018 to December 29, 2018 on IoT and Drones (Feedback)

Dr D Y Patil School of Engineering and Technology, Pune

December 27, 2018 to December 28, 2018 on Machine Learning (Feedback)

NEC, Kovilpatti, Tamilnadu

December 28, 2018 to December 30, 2018 (Feedback) (Toppers)

Vardhmaan College of Engineering, Hyderabad

December 29, 2018 to December 30, 2018 on Big Data (Feedback)

Fr C Rodrigues Institute of Technology, Mumbai

January 2, 2019 to January 3, 2019 on Big Data Analytics (Feedback)

Sarvajanik College of Engg, Surat

January 04, 2019 to January 06, 2019 (Feedback) (Toppers)

Rajeev Gandhi Memorial College of Engg and Technology, Nandyal, AP

January 4, 2019 to January 5, 2019 on Machine Learning (Feedback)

Prof Ram Meghe College Of Engineering And Management, Amravati

January 5, 2019 to January 6, 2019 on IoT and Drones (Feedback)

Aditya Engineering College,East Godavari, AP

January 5, 2019 to January 6, 2019 on Machine Learning (Feedback)

CMR Technical Campus, Hyderabad

January 5, 2019 to January 6, 2019 on Machine Learning (Feedback)

SRKR College of Engineering, Bhimavaram

January 7, 2019 to January 8, 2019 on Machine Learning (Feedback)

Vidya Academy of Science and Technology, Thrissur

January 12, 2019 to January 14, 2019 on Machine Learning (Feedback)

Shree Rayeshwar Institute of Engineering and Information Technology, Goa

January 18, 2019 to January 19, 2019 on Machine Learning (Feedback)

Shri Shankracharya Technical Campus, Bhilai

January 19, 2019 to January 20, 2019 on IoT and Drones (Feedback)

VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad

January 26, 2019 to January 27, 2019 on IoT and Drones (Feedback)

Shri Vishnu Engineering College for Women, West Godavri, AP

February 02, 2019 to February 03, 2019 on IoT and Drones (Feedback)

NIT, Arunachal Pradesh

February 01, 2019 to February 02, 2019 on Big Data Analytics (Feedback)

Lakshmi Narain College of Technology, Bhopal

February 02, 2019 to February 03, 2019 on Machine Learning (Feedback)

BH Gardi College of Engg, Rajkot

February 01, 2019 to February 03, 2019 on Machine Learning (Feedback)

Acharya Nagarjuna University, Guntur, Andhra Pradesh

February 09, 2019 to February 10, 2019 on Machine Learning (Feedback)

Sant Baba Bhag Singh University, Hoshiarpur

February 09, 2019 to February 10, 2019 on IoT and Drones (Feedback)

Babaria Institute of Technology, Gujarat

February 15, 2019 to February 15, 2019 on ML/DL (Feedback)

Rajalakshmi Engineering College, Chennai

February 16, 2019 to February 17, 2019 on Machine Learning (Feedback)

CMR Engineering College, Hyderabad

February 22, 2019 to February 23, 2019 on IoT (Feedback)

Annamacharya Institute of Technology and Sciences, Tirupathi

February 23, 2019 to February 24, 2019 on Machine Learning (Feedback)

RVR & JC College of Engineering, Guntur, AP

February 23, 2019 to February 24, 2019 on Machine Learning (Feedback)

Siddhartha Institute of Engineering and Technology, Puttur

February 23, 2019 to February 24, 2019 on AI/ML (Feedback)

Thadomal Shahani Engineering College, Mumbai

February 23, 2019 to February 24, 2019 on AI/ML (Feedback)

Talla Padmavathi College of Engineering, Warangal

February 24, 2019 to February 25, 2019 on IoT (Feedback)

Anurag Group of Institutions, Hyderabad

March 01, 2019 to March 02, 2019 on AI/ML (Feedback)

Bannari Amman Institute of Engineering, Tamilnadu

March 02, 2019 to March 03, 2019 on IoT (Feedback)

KLS Gogte Institute of Engineering, Belgaum

March 02, 2019 to March 03, 2019 on AI/ML (Feedback)

Annamacharya Institute of Technology and Sciences, Tirupati

March 02, 2019 to March 03, 2019 on AI/ML (Feedback)

Techno India NJR Institute of Technology

March 08, 2019 to March 10, 2019 (Feedback) (Toppers)

GIMT, Guwahati

March 08, 2019 to March 09, 2019 on IoT (Feedback)

MLR Institute of Technology, Hyderabad

March 09, 2019 to March 10, 2019 on AI/ML (Feedback)

Amrita Vishwavidyapeetham, Coimbatore

March 16, 2019 to March 17, 2019 on IoT (Feedback)

GMR Institute of Technology, Srikakulam

March 16, 2019 to March 17, 2019 on AI/ML (Feedback)

Smt. Indira Gandhi College of Engineering, Mumbai

March 16, 2019 to March 17, 2019 on AI/ML (Feedback)

Annamacharya Institute of Technology and Sciences, Rajampet

March 16, 2019 to March 17, 2019 on AI/ML (Feedback)

SRM University, AP - Amaravati

March 22, 2019 to March 23, 2019 on AI/ML (Feedback)

Dhirubhai Ambani Institute of Information and Communication Technology, Gandhinagar

March 29, 2019 to March 31, 2019 on AI/ML (Feedback)

Vemu Institute of Technology - Chittur

March 30, 2019 to March 31, 2019 on AI/ML (Feedback)

University College of Engineering, Kakinada

April 05, 2019 to April 07, 2019 on AI/ML (Toppers) (Feedback)

Mody University, Rajastan

April 13, 2019 to April 14, 2019 on AI/ML (Feedback)

Pranveer Singh Institute Of Technology, Kanpur

April 13, 2019 to April 14, 2019 on AI/ML (Feedback)

QIS College of Engineering and Technology, Ongole

April 17, 2019 to April 18, 2019 on BigData Analytics (Feedback)

Srinivasa Ramanujan Institute of Technology, Andhra Pradesh

April 20, 2019 to April 21, 2019 on AI/ML (Feedback)

Vignan's Institute Of Information Technology, Visakhapatnam

April 20, 2019 to April 21, 2019 on AI/ML (Feedback)

Madanpalle Institute of Technology and Sciences, Chittoor

April 20, 2019 to April 21, 2019 on IoT (Feedback)

Galgotias University, Greater Noida

April 26, 2019 to April 27, 2019 on IoT and Drones (Feedback)

Assam University, Silchar

April 26, 2019 to April 27, 2019 on AI/ML (Feedback)

Malla Reddy Engineering College, Hyderabad

April 27, 2019 to April 28, 2019 on AI/ML (Feedback)

Vidya Jyothi Institute of Technology, Telangana

April 27, 2019 to April 28, 2019 on AI/ML (Feedback)

Bennett University, Greater Noida

April 29, 2019 to May 01, 2019 on AI/ML (Feedback)

SAGE University, Indore

May 04, 2019 to May 05, 2019 on AI/ML (Feedback)

CHARUSAT, Changa, Gujarat

May 16, 2019 to May 17, 2019 on AI/ML (Feedback)

Mar Baselios College of Engineering and Technology, Thiruvananthapuram

May 20, 2019 to May 22, 2019 on Advanced Deep Learning (Feedback)

Bennett University, Greater Noida

May 27, 2019 to May 31, 2019 on AI and Deep Learning (Feedback)

Acropolis Institute of Technology & Research, Indore

June 17, 2019 to July 06, 2019 on Training on AI, ML and DL

Bennett University, Greater Noida

June 24, 2019 to June 26, 2019 on AI/ML

Godavari Institute of Engineering and Technology, Rajahmundry

July 05, 2019 to July 06, 2019 on AI/ML (Feedback)

Hyderabad Institute of Technology and Management, Hyderabad

July 06, 2019 to July 07, 2019 on AI/ML (Feedback)

SR Engineering College, Warangal

July 12, 2019 to July 13, 2019 on BigData Analytics (Feedback)

G. H. Raisoni Institute of Engineering &Technology, Pune

July 13, 2019 to July 14, 2019 on AI/ML (Feedback)

MIT World Peace University, Pune

July 13, 2019 to July 15, 2019 on AI and Deep Learning (Feedback)

MVGR College of Engineering, Chintalavalasa

July 20, 2019 to July 21, 2019 on AI/ML (Feedback)

Sir Padampat Singhania University, Udaipur

July 26, 2019 to July 27, 2019 on AI/ML (Feedback)

Vishwakarma Institute of Information Technology, Pune

August 03, 2019 to August 04, 2019 on AI/ML (Feedback)

Bennett University, Greater Noida

August 09, 2019 to August 11, 2019 on IoT and Drones

Thadomal Shahani Engineering College, Mumbai

August 10, 2019 to August 11, 2019 on AI/ML

Bennett University, Greater Noida

August 24, 2019 to August 25, 2019 on Humonoid Robot NAO (Feedback)

Bennett University, Greater Noida

August 24, 2019 to August 25, 2019 on Robotic Processing Automation (Feedback)

Amity University, Noida

August 24, 2019 to August 25, 2019 on IoT and Drones (Feedback)

Bennett University, Greater Noida

August 31, 2019 to September 01, 2019 on Blockchain (Feedback)

Bennett University, Greater Noida

August 31, 2019 to September 01, 2019 on Deep Learning (Feedback)

CDAC, Trivandrum

September 20, 2019 to September 21, 2019 on Deep Learning

Motilal Nehru National Institute of Technology (MNNIT), Allahabad

September 21, 2019 to September 22, 2019 on Deep Learning

Marwadi University, Rajkot

September 21, 2019 to September 22, 2019 on BigData Analytics

CMR College of Engineering and Technology, Hyderabad, Telangana

October 19, 2019 to October 20, 2019 on Robotic Processing Automation

Fr. Conceicao Rodrigues College of Engineering, Mumbai

December 02, 2019 to December 06, 2019 on Advanced Deep Learning Workshop (Register)
Day 1

8.00-9.00

Registration
Session 1
9.00-11.00
Motivation
Foundations and Terminology of Deep Learning
Session 2
11.30-1.30
Machine Learning Basics
Linear Regression, Logistic Regression Gradient Descent
Session 3
2.15-4.00
Designing & Optimizing Neural Network Model
Building Deep Models and Hyperparameter Tuning
Session 4
4.30-6.30
Deep Learning Hacks
System/project level tricks and regularization strategies
Day 2
Session 1
9.00-11.00
Convolutional Neural Network
Computer Vision with CNNs
Session 2
11.30-1.30
Recurrent Neural Network
Sequence Modelling with RNNs, generative modelling in Deep Learning
Session 3
2.15-4.00
Advanced Learning Topics
Hands-On Labs
Session 4
4.30-6.30
Assessment
Day 3 - NVIDIA Deep Learning Institute Hands on Labs
The NVIDIA Deep Learning Institute offers hands on training for developers, data scientists and researchers, looking to solve challanging problems with deep learning
09:00 - 11.00 Image Classification with DIGITS (lab)
11:00 - 1:00 Object Detection with DIGITS (lab)
2:00 - 4.00 Azure Notebook on CNN Transfer Learning and Auto Encoders (lab)
  1. Two day Deep Learning Workshop followed by a One day NVIDIA DLI workshop are completely free for Collaborators (20 pax), Zonal leads (5 pax), Basic partners (2 pax). All such faculty members from these institutions should contact their institution's Single point of contact for coupon codes with 100% discount.
  2. Apart from those not being covered by point one, For all other academic participants, the fee for the workshop is 6000 INR + 18% GST (Total 7080 INR). This Fees is only for two days of Deep Learning Workshop by leadingindia.ai initiative. NVIDIA DLI workshop will be given free to all such participants.
  3. For all Industry professionals the fee for the workshop is 6000 INR + 18% GST (Total 7080 INR). This Fees is only for two days of Deep Learning Workshop by leadingindia.ai initiative. They are not allowed to attend NVIDIA DLI workshops as per the Guidelines from our Industry collaborator.
  4. All those who successfully register in a workshop will get a referral code. This referral code will be available in your dashboard. Once five people use your referral code to do their workshop registration, then you will get 5000 INR credited to your account. This will go on like this for additonal five referrals hereafter. That means you will get 5000INR for every five referrals of your referral code for workshop registration.
  5. Your referral code can not be combined with the discounted registrations. Even those who themselves have done discounted registration with 100% or 10% discount can use this referral offer to popularize the workshops.
  6. For IEEE members, ACM Members, CSI Members, UG/PG/PhD students and for persons with a referral code there is a discount of 10% on base fee, so it will come down to 5400+18%= 6372 INR. If you fall in more than one category (e.g You are a student and IEEE member), still the discount will remain the same i.e 10%.
  7. All participants will get participation certificate, if they attend the respective workshops in full. However, all those who clear the assessment test will receive the "successfully completed certificate". Assessment Test will consist of 30 Multiple Choice Questions and you need to answer atleast 15 questions correctly. NVDIA DLI Workshop Certificate will be separately given by NVIDIA
  8. Working Lunch and Tea/Snacks in the morning and evening for all three days will be given without any cost.
  9. Stay arrangements differ at different locations depending upon the facility being given by the respective institution. You should check at the link given against each location.
  10. All should come with their laptops for the workshop. However, it is not mandatory. Those without laptops may not be able to enjoy the hands on tasks and coding experience. Without laptops participants may not be able to complete the NVIDIA Labs
  11. For whatsoever reasons if you dont attend the workshop Registration Amount is non-refundable and Coupon can not be reused again for some other workshop.
  12. Make sure that their laptop is set up prior to the workshop by following these steps:Ensure websockets runs smoothly on their laptop by going to http://websocketstest.com/ Make sure that WebSockets work for the laptop by seeing under Environment, WebSockets is supported and Data Receive, Send and Echo Test all check Yes under WebSockets (Port 80). If there are issues with WebSockets, try updating browser or trying a different browser. The labs will not run without WebSockets support Best browsers for the labs are Chrome, FireFox and Safari. The labs will run in IE but it is not an optimal experience.

Pre-requisite: Workshop Lab Material with Azure Notebooks

Our workshop notebooks based on Tensorflow and Keras can be practiced using free online platform Azure Notebooks.
  • Account creation: To get started with Azure notebooks you have to log-in to https://notebooks.azure.com/ using the Microsoft account. If you have an existing Microsoft account you can use it for logging in to Azure Notebooks. Otherwise you can create a Microsoft account in https://account.microsoft.com/account

  • Getting started with Azure Notebook: After logging-in, you can click on “Library” tab to go into your library where you can “Add a new Library”. After creating a library, you can add new file which can be Notebooks of Python, R or F#.

  • Using Existing Repos: If you have the URL of some existing repositories, you can clone them into your library. For example the below library can be cloned by visiting the URL. https://notebooks.azure.com/jakevdp/libraries/pythondatasciencehandbook
    After visiting the URL, you can press “Clone” to copy the entire folder/repository into your library. Then any modification can be done by opening, editing and running those .ipynb notebooks.

  • Our Notebooks: During the time of workshop, we will share links to our notebook repository for your practice.

If you cannot use Azure Notebook services during the workshop, our same lab material can be used by installing Anaconda Python and necessary packages.

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Anaconda 5.1 - Python Version 3.6 You can Download it from the link freely from the given link.

Click here
Anaconda

Python Libraries: numpy, pandas, sklearn, nltk, tensorflow, keras and for plotting matplotlib


Installation of Packages:

  1. For installing the above mentioned python packages please follow the procedure mentioned below.

  2. For installing new packages, system must be connected through internet.

  3. Press start in windows and search for "Anaconda Prompt". When you will click on the application, a prompt window will be open,wait for few seconds.

  4. You can check/ install any package in Anaconda Python by..
          pip install package_name

f-ex: pip install numpy
and press Enter key after typing these commands.

Note. If you are installing numpy like this, it will give requirement already satisfied message on the prompt. that means package is already installed in the anaconda python.

Installing Opencv for Image processing

Start the Anaconda Prompt: Press start in windows and search for "Anaconda Prompt". when you will click on the application, a prompt window will be open, wait for few seconds.

type command:
pip install opencv-python
press Enter.

Installing Tensorflow and Keras:

Start the Anaconda Prompt in administrator mode: Press start in “windows”, type “Anaconda Prompt”, and right click on the application and click “Run as Administrator”.

Repeat step 2
f.ex-
pip install tensorflow
pip install keras


Help: You can also take help of YouTube video: https://www.youtube.com/watch?v=z0qhKP2liHs for sample installation of Anaconda + Tensorflow + Keras

Note: If you want to work with regular python installed from (https://www.python.org/downloads/), installation of numpy, pandas, sklearn, ntlk, tensorflow, keras libraries can be still done using “pip install” command similar to step 2 and 3. However, installation of Anaconda Python is highly encouraged rather than naïve python.