Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
How APIs Breathe Life Into ML Organisations
Ram Sagar ·
Ultimate Guide To Loss functions In Tensorflow Keras API With Python Implementation
Mohit Maithani ·
How Pandemic Affected The Time Series Models In Production: An Insider’s Perspective
Ram Sagar ·
Ledger App Khatabook Helps SMBs To Keep Up With India’s Digital Aspirations
Ambika Choudhury ·
What Does It Take To Maintain Cost-Efficient Open-Source Platforms For Data Hungry Organisations
Today, many big data companies are founded on these open-source projects. But with scale comes cost.
Ram Sagar ·
The Winners Of Last Hacker Standing - Soccer Fever Challenge
The Weekend Hackathon Edition #2 - The Last Hacker Standing Soccer Fever challenge concluded successfully on 26 August 2021.
Krishna Rastogi ·
Are Visual Transformers Better Than CNNs
So far, convolutional neural networks (CNNs) have been the de-facto model for visual data.
Ram Sagar ·
A Complete Guide to Sequential Feature Selection
Yugesh Verma ·
Beginner’s Guide to WEKA - A Tool for ML and Analytics
In the era of Data Science where knowledge of programming languages like Python and R is essential to implement the fundamental algorithms and techniques related to Machine learning and Data analytics.
Vijaysinh Lendave ·
A Beginners Guide to Federated Learning
In Federated Learning, a model is trained from user interaction with mobile devices. Federated Learning enables mobile phones to collaboratively learn over a shared prediction model while keeping all the training data on the device, changi…
Victor Dey ·
Beginner's Guide To Transfer Learning - How and When to Use?
Transfer learning is a technique for predictive modelling on a different yet similar problem that can then be reused partly or wholly to accelerate its training and eventually improve the performance of the model for the problem. It is the…
Victor Dey ·
New Weekend Hackathon For Data Scientists: Concept-A-Thon — Chartered Data Scientist
MachineHack is challenging the data science community on a curated mock test for a Chartered Data Scientist Certification.
AIM Media House ·
Virtual CXO Roundtable Discussion On Building A Smarter, Faster Business With A Modern Data Strategy
Join an exclusive group of influential, forward-thinking business leaders and analytics heads at the CXO roundtable discussion on ‘Building a smarter, faster business with a modern data strategy,’ scheduled for September 22nd & October 7th…
AIM Media House ·
Comprehensive Guide to Different Pooling Layers in Deep Learning
pooling layers are used in CNN for consolidating the features learned by the convolutional layer feature map. it helps in the reduction of overfitting in training
Yugesh Verma ·
Can We Teach Machines To Think Twice?
Deepmind introduced PonderNet, a new algorithm that allows artificial neural networks to learn to think for a while before answering.
Ram Sagar ·
The Winners Of Weekend Hackathon -Tea Story at MachineHack
Ram Sagar ·
Risks Of Using Foundational Models Such As GPT-3
Compared to most other machine learning models, foundation models are characterised by a vast increase in training data and complexity
Ram Sagar ·
Highlights From Intel® Hands-On Workshop: Accelerate PyTorch Applications Using Intel oneAPI Toolkit
Here is the highlight of this action-packed workshop where oneAPI certified instructors showcased how one can accelerate PyTorch applications using Intel® Extension for PyTorch* (IPEX) — part of Intel’s oneAPI AI Analytics toolkit.
Sejuti Das ·
A Step-by-Step Guide To Build ML Models For Research
In the Mckinsey report, out of 160 companies, 88 percent of them did not progress beyond the experimental stage
Amit Naik ·
Hands-on Guide to Effective Image Captioning Using Attention Mechanism
Before 2015 when the first attention model was proposed, machine translation was based on the simple encoder-decoder model, a stack of RNN and LSTM layers. The encoder is used to process the entire sequence of input data into a context vec…
Vijaysinh Lendave ·