Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
Why Should India Worry About Solorigate Style Cyber Attacks
Ram Sagar ·
Hands-On Guide To Adversarial Robustness Toolbox (ART): Protect Your Neural Networks Against Hacking
The Adversarial Robustness Toolbox(ART) is a Python library which is one of the complete resources providing developers and researchers for evaluating the robustness of deep neural networks against adversarial attacks
Jayita Bhattacharyya ·
Guide To Microsoft’s FLAML
Yugesh Verma ·
A Comprehensive Guide To Regression Techniques For Time Series Forecasting
This article is about various regression techniques used to forecast timeseries problem
Vijaysinh Lendave ·
Guide To Regular Expression(Regex) with Python Codes
Yugesh Verma ·
Guide To Question-Answering System With T5 Transformer
Question Answering is a classical Natural Language Processing. This is a task involving a question being asked to a system from a set of documents or text and should be able to answer that question.
Mudit Rustagi ·
Comprehensive Guide To Deep Q-Learning For Data Science Enthusiasts
Yugesh Verma ·
Guide To Word2vec Using Skip Gram Model
In natural language processing, word embedding is a term used to represent words for text analysis,
Vijaysinh Lendave ·
A Comprehensive Guide To Redis For Data Scientists
Victor Dey ·
Guide To Dimensionality Reduction With Recursive Feature Elimination
As the various machine learning algorithms are highly prone to the curse of dimensionality, Feature selection gives...
Vijaysinh Lendave ·
Python Guide To Google’s T5 Transformer For Text Summarizer
We will discuss Google AI’s state-of-the-art, T5 transformer which is a text to text transformer model. The gist of the paper is a survey of the existing modern transfer learning techniques used in Natural Language Understanding, proposing…
Mudit Rustagi ·
MATHCO.THON: The Data Scientist Hiring Hackathon by TheMathCompany
MachineHack, in association with TheMathCompany, invites data science enthusiasts to build a machine learning model for predicting the estimated selling price of cars for buyers.
AIM Media House ·
Tech Behind Kaleidofin, A Neo Bank Offering Financial Solutions To Underbanked Indians
kumar Gandharv ·
Guide to Image Compositing (With Python Codes)
Yugesh Verma ·
Guide To Twitter’s Image Crop Analysis
The developers of this system focused on an automated image cropping system that automatically crops images that users submit on Twitter to show image previews with respect to different aspect ratios across multiple devices such as a table…
Vijaysinh Lendave ·
DeepMind Has A Solution For AGI. Not Many Agree
Rewards are sufficient to express a wide variety of goals but are they enough for creating artificial general intelligence(AGI)?
Ram Sagar ·
Guide to Autoencoders, with Python code
The autoencoder is a specific type of feed-forward neural network where input is the same as output.
Vijaysinh Lendave ·
Intel® oneAPI Workshop Ends On A High Note
The highlight of this action-packed workshop was the breadth and depth of its content that focused on the programming challenges for multiple architectures.
Sejuti Das ·
Guide To XBNet: An Extremely Boosted Neural Network
A few days back, a naval architecture was launched, ‘XBNet’, which stands for ‘Extremely Boosted Neural Network’, which combines gradient boosted tree with a feed-forward neural network, making the model robust for all performance metrics.
Vijaysinh Lendave ·
Guide To Infinite Nature For Perpetual View Generation
Infinite Nature, aka perpetual view generation, allows you to take an image and fly into it as a bird would do
Mudit Rustagi ·