Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
FastAI With TPU In PyTorch For Multi Class Image Classification
Prudhvi varma ·
Melanoma Tumor Size Prediction: Weekend Hackathon #15
Anurag Upadhyaya ·
Data Mining Vs Data Profiling: What Makes Them Different
Srishti Deoras ·
Hands-On Guide to Implement ResNet50 in PyTorch with TPU
In this article, we will demonstrate the implementation of ResNet50, a Deep Convolutional Neural Network, in PyTorch with TPU. The model will be trained and tested in the PyTorch/XLA environment in the task of classifying the CIFAR10 datas…
Dr. Vaibhav Kumar ·
Semiconductor Miniaturisation Is Running Out Of Steam. Time To Focus On Smarter Algorithms
Ambika Choudhury ·
Grocery Sales Forecast: Weekend Hackathon #4
Amal Nair ·
A Hands-on Guide To Hybrid Ensemble Learning Models, With Python Code
In this article, we will show a heterogeneous collection of weak learners to build a hybrid ensemble learning model. Different types of machine learning algorithms are grouped together in this task to work on a classification problem. We w…
Dr. Vaibhav Kumar ·
Compress Data And Win Hutter Prize Worth Half A Million Euros
Ram Sagar ·
SP Jain School To Use ‘Engaged Learning Online’ To Bring Customised Education To Students Amid COVID-19
Sejuti Das ·
DeepMind Lends Its Audio AI Technology To Google
Ram Sagar ·
Are Too Many Data Scientists Trying To Predict COVID-19 Outcomes In Futility?
Vishal Chawla ·
AI Decodes Facial Expressions Of Mice
Rohit Chatterjee ·
Telangana Govt To Deploy India’s First Automated COVID-19 Live Monitoring App
Sejuti Das ·
Recurrent Neural Network in PyTorch for Text Generation
In this article, we will train a Recurrent Neural Network (RNN) in PyTorch on the names belonging to several languages. After successful training, the RNN model will predict names belonging to a language that start with an input alphabet l…
Dr. Vaibhav Kumar ·
BCCI To Set Up New Data Analytics Wing To Revamp Indian Cricket
Ram Sagar ·
Amazon Finds Solutions At The Crossroads Of AI And Economics
Ram Sagar ·
Multi-Class Text Classification in PyTorch using TorchText
In this article, we will demonstrate the multi-class text classification using TorchText that is a powerful Natural Language Processing library in PyTorch. For this classification, a model will be used that is composed of the EmbeddingBag…
Dr. Vaibhav Kumar ·
The Rising 2020: AIM Announces 2nd Edition Of India’s Largest Gathering Of Women Data Scientists
Prajakta Hebbar ·
DeepMind Open-Sourced A Collection of Python Libraries For Augmenting RL Agents
Ambika Choudhury ·
Name Language Prediction using Recurrent Neural Network in PyTorch
In this article, we will demonstrate the implementation of a Recurrent Neural Network (RNN) using PyTorch in the task of multi-class text classification. This RNN model will be trained on the names of the person belonging to 18 language cl…
Dr. Vaibhav Kumar ·