AI and Deep Learning Workshops
Upcoming Workshops |
INNOVATIVE RESEARCH
TRENDS IN COMPUTER
SCIENCE AND TECHNOLOGY
22th
21th
&
MARCH 2019
Organized By
22th
21th
&
MARCH 2019
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IOT and Drones
2nd Mar - 3rd Mar 2019
Organized By
BIT - AISAHA
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Deep Learning and Machine Learning
18th to 20th February, 2019
Organized By
Dept. of CSE
E.G.S. Pillay Engineering College
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Research prospects of AI and DL in Computer Vision (NAIDL-CV 2019)
20th Feb, 2019 & 22th Feb 2019
Organized By
The Gandhigram Rural Institute
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6th National Level Technical Project Competition & Exhibition
18th Feb, 2019 & 19th Feb 2019
Organized By
Saintgits College of engineering
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Artificial Intelligence application in Engineering
18th Jan - 19th Jan 2019
Organized By
Marwadi education foundation
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Machine Learning and Deep Learning:
Research and Application
Perspectives
19th Jan - 24th Jan 2019
Organized By
BIT - AISAHA
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6th National Level Technical Project Competition & Exhibition
18th Feb, 2019 & 19th Feb 2019
Organized By
Saintgits College of engineering
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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, 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 BigData Analytics ( Feedback) |
Galgotia University, Greater Noida |
September 14, 2018 to September 15, 2018 ( 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) |
VR Siddhartha Engineering College, Vijayawada |
January 26, 2019 to January 28, 2019 on AI and Deep Learning (Feedback) (Toppers) |
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 02, 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 16, 2019 on ML/DL (Feedback) |
IIIT, Manipur |
February 16, 2019 to February 17, 2019 on IoT (Feedback) |
Rajalakshmi Engineering College, Chennai |
February 16, 2019 to February 17, 2019 on AI/ML (Feedback) |
Vivekanand Education Society's Institute of Technology |
February 16, 2019 to February 18, 2019 (Feedback) (Toppers) |
CMR Engineering College, Hyderabad |
February 22, 2019 to February 23, 2019 on IoT (Feedback) |
RVR & JC College of Engineering, Guntur, AP |
February 23, 2019 to February 24, 2019 on AI/ML (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 |
Srinivasa Ramanujan Institute of Technology, Andhra Pradesh |
April 20, 2019 to April 21, 2019 on AI/ML |
Vignan's Institute Of Information Technology, Visakhapatnam |
April 20, 2019 to April 21, 2019 on AI/ML |
Galgotias University, Greater Noida |
April 26, 2019 to April 27, 2019 on IoT and Drones |
Assam University, Silchar |
April 26, 2019 to April 27, 2019 on AI/ML |
Malla Reddy Engineering College, Hyderabad |
April 27, 2019 to April 28, 2019 on AI/ML |
Vidya Jyothi Institute of Technology, Telangana |
April 27, 2019 to April 28, 2019 on AI/ML |
SAGE University, Indore |
May 04, 2019 to May 05, 2019 on AI/ML |
Mar Baselios College of Engineering and Technology, Thiruvananthapuram |
May 21, 2019 to May 23, 2019 on Advanced Deep Learning |
Bennett University |
May 28, 2019 to May 30, 2019 on AI/ML |
Bennett University |
June 24, 2019 to June 26, 2019 on AI/ML |
Day 1 | |
8.00-9.00 |
Registration |
Session 1 |
Motivation Foundations and Terminology of Deep Learning |
Session 2 |
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) |
Points to Note:
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.
Anaconda 5.1 - Python Version 3.6 You can Download it from the link freely from the given link.
Click herePython Libraries: numpy, pandas, sklearn, nltk, tensorflow, keras and for plotting matplotlib
For installing the above mentioned python packages please follow the procedure mentioned below.
For installing new packages, system must be connected through internet.
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.
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.
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.
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.
Sign-in using Google Account to access free Online Tensorflow notebooks at http://colab.research.google.com/
To join GitHub, the world's leading software development platform, visit the following URL. https://github.com/
GitHub is widely used for open-source software development, you can use it to