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Reading list

Deploy an Image Classification Model Using Flask
Introduction to Computer Vision
Reading and Stacking Images Understanding Colorspaces Image Processing Edge Detection Blur Detection Image Operations HOG features SIFT features Camera Calibration Interesting Applications of OpenCV
Why Do We Need CNN? How Does Filters Work in CNN? Parameter Sharing and Local Connectivity in CNN Understanding CNN Architecture What is Pooling in CNN? Math Behind Convolutional Neural Networks Image Classification Tutorial using CNN Introduction to Separable Convolutions
Introduction to Transfer Learning
CNN Visualization
LeNet AlexNet VGG16 Implement VGG Dataloaders using Pytorch Implementing VGG16 using Dataloaders
Understanding Inception Modules
Understanding Residual Blocks Building Your Own Residual Block from Scratch Understand ResNet 34 Build ResNet34 from Scratch With Python! Different Versions of ResNet
Understanding the Architecture of DenseNet
Implement Crowd Counting using CSRNet
Introduction to Object Detection Bounding Box Evaluation: (Intersection over union) IOU Calculating IOU
Why do we need Region Based Convolulional Neural Network? Fast R-CNN and Faster R-CNN Building Social Distancting Tool using Faster R-CNN
Single Shot Detector SSD Custom Object Detection on the browser using TensorFlow.js YOLOv1 Other Versions of YOLO (v2 and v3) YOLOv3 YOLOv4 YOLOv5 YOLOv7 RetinaNet
DETR
Introduction to Face Detection Why is Face Alignment Important for Face Recognition? Implementing Face Detection
Introduction to Object Tracking Object Tracking Applications
Comprehensive Guide on Pose Estimation Implement Human Pose Estimation
Introduction to Image Segmentation Different Types of Image Segmentation Implementing Background removal Image Segmentation Algorithms
Unet DeepLabv3 Mask R-CNN Architecture
Build Your Own Video Classification Model
Introduction to Image Generation What are Generative models? Understanding GANs Implementing Texture Generation using GANs Better GAN Architectures
Few Shot Learning

Announcing DataHack Summit 2018 – Bengaluru, 22 – 25 November 2018

Kunal Jain
Kunal Jain Last Updated : 12 Nov, 2018
3 min read

Imagine a world, where…

the next gen data scientists are building intelligent bots, droids, humanoids to unleash a new era in human civilisation.

A world where we are doing cutting-edge research in latest technologies including Artificial Intelligence, Machine Learning, Deep Learning and Reinforcement learning. That research is reaching the industry and is being applied to create products which were never seen before.

A world where technological innovations and their applications will enable us to solve problems impacting millions of people in a manner people could not even imagine a few years ago.

So, what do we need to build this world?

We need to “Build The Next-Gen Data Science Ecosystem”

This is the world we dream at Analytics Vidhya. This is the world which we are creating. We are building this step by step and we will not rest till we reach there.

 

DataHack Summit 2018 – The Next-Gen AI, ML & IOT Conference

DataHack Summit 2017 was the first time we saw this ecosystem coming together in India. We saw Dr. Kirk Borne laying out latest industry trends in his Keynote. We saw practitioners presenting the impact of Artificial Intelligence and Machine Learning in Cyber Security, Bio genomics, Automotives, Financial Services and several other industries. We saw multiple hands-on workshops teaching the latest tools and techniques to our community members.

This year at DataHack Summit 2018 – we are not only dreaming bigger, but we are also planning to showcase you the world where “Humans meet Artificial Intelligence”. We will showcase the latest industry case studies, the latest research in AI and live hack sessions building Artificial Intelligence in front of you. You will see machines becoming smarter in front of your eyes and some even doing things better than humans in specific tasks.

Book your tickets NOW!

 

DataHack Summit 2018 by numbers

DataHack Summit 2018 is happening on 22nd – 25th November 2018 in Bengaluru. It will be bigger, better and more impactful than DataHack Summit 2017 by every means and aims to take the ecosystem to a different level. Make sure you block these dates now!

  • 1200+ Brains
  • 60+ Power Speakers
  • 15+ Hack Sessions
  • 6+ Workshops

 

What can you expect in DataHack Summit 2018

  • 4 parallel tracks – We will have parallel live tracks including Keynote sessions, Sessions by industry experts and practitioners, Hack Sessions and Research track
  • 15+ live hack sessions – We were overwhelmed by the response on hack sessions last year. We promise to make them even better this year. Be ready to see machine learning in action as it gets built right in front of you.
  • Research track – This year, we will ensure that our community gets a flavour of the research happening in the country. There will be a dedicated Paper / poster presentation from the best entries at the Summit.
  • Startup Showcase – Check out the exciting startups, their products and technology as part of the DataHack Summit 2018
  • Workshops – Our community demanded more workshops and we plan to deliver it to them. We will have more than 6 workshops as part of the Summit. Each of these workshops will be conducted by industry experts and seasoned professionals.

 

Mind Zones at DataHack Summit 2018

DataHack.AI: From witnessing human-like capabilities in machines to building deep learning predictive models for an intelligent future, this zone will surely amaze you with solutions that exhibit human-like behaviour and intelligence.

DataHack.DL: Take a deeper dive into most significant innovations of coming generations with this zone – self-driving cars, self-organizing drone swarms, computer vision, conversational interfaces, gene editing, emotion recognition, and more.

DataHack.ML: Ground-breaking research and applications of algorithms, tools, and platforms related to analyzing massive data sets, to be discussed in this zone.

DataHack.IOT: Migrate to the zone to learn about IoT ecosystem, including cloud and edge computing, data analytics, sensor networks, mobile devices, Internet architecture, middleware, and IoT applications.

 

Trending Topics for DataHack Summit 2018

  • Artificial Intelligence
    • Machine Learning
    • Deep Learning
  • Internet of Things
  • Reinforcement Learning
  • Data Visualization

 

What do you need to do to attend DataHack Summit 2018?

For now, block your calendar and make sure that you subscribe to the updates here. We will share more details about the Summit in the coming weeks.

What do you feel about DataHack Summit 2018 – make sure you tell us through comments below or by using #DHS2018 on any social media platform. Looking forward to hearing from you.

Tickets are available and you can book them NOW!

Kunal Jain
Kunal Jain

Kunal Jain is the Founder and CEO of Analytics Vidhya, one of the world's leading communities of Al professionals. With over 17 years of experience in the field, Kunal has been instrumental in shaping the global Al landscape. His expertise spans diverse markets, from developed economies like the UK to emerging ones like India, where he has successfully led and delivered complex data-driven solutions. As a recognized thought leader, Kunal has empowered countless individuals to realize their Al ambitions through his visionary approach to Al education and community building. Before founding Analytics Vidhya, Kunal earned both his undergraduate and postgraduate degrees from IIT Bombay and held key roles at Capital One and Aviva Life Insurance across multiple geographies. His passion lies at the intersection of analytics, Al, and fostering a thriving community of data science professionals.

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Responses From Readers

Clear

Karthikeyan P
Karthikeyan P

Mind Blowing !!!. Very excited and cant wait to see whats there inside !!

123

Kunal Jain
Kunal Jain

Hi Karthikeyan, Looking forward to see you again at the Summit. Regards, Kunal

123
Arnab Ghosh
Arnab Ghosh

The dates are very close to US Holiday season which is peak for retail. It is considered very critical business period and pretty much everyone in those organisations will be on high alert at that time. I think we will have more participation from the retail space if you adjust your date to accommodate that. Thank you

123

Kunal Jain
Kunal Jain

Thanks Arnab for that suggestion. We also deliberated on this - but the trade off was to bring it closer to the Indian Holiday season (Diwali) or US Holiday season. We thought this was the sweet spot. Having 10 - 15 days after Diwali vacations should enable people to come back to offices and attend the conference. The other option we had was to pull the conference all the way back to late Sept / early October, which would have been a bit early, given the plan of things we want to execute as part of the Summit. Regards

123
Dinesh Chauhan
Dinesh Chauhan

Sound interesting. Any plan to live steam ?

123

Kunal Jain
Kunal Jain

Hi Dinesh, We don't plan to stream this event real time. We will be recording the event and the videos will be available to all participants. Regards, Kunal

123

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