Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
Deep Learning, XGBoost, Or Both: What Works Best For Tabular Data?
Ram Sagar ·
Guide to Feed-Forward Network using Pytorch with MNIST Dataset
Victor Dey ·
Why Should A Robotics Researcher Care About A/B Testing?
Ram Sagar ·
FastAPI vs Flask: Comparison Guide for Data Science Enthusiasts
Vijaysinh Lendave ·
Comprehensive Guide To Transformers
Amit Naik ·
Guide to CleanText: A Python Package to Clean Raw Text Data
Mudit Rustagi ·
A Beginners Guide to Deep Metric Learning
Learning the similarity between objects has a dominant role in human cognitive processes and artificial systems for recognition and classification.
Vijaysinh Lendave ·
A Guide to Using AutoGluon for Automating Machine Learning Tasks
AutoGluon, an open-source tool from AWS which is easily available to everyone, facilitates a variety of AutoML (Automated Machine Learning) tasks.
Vijaysinh Lendave ·
Webinar Alert! Accelerate Data Engineering with Vertica
Truly data-driven businesses must manage this explosive data growth and discover the patterns and trends that can open doors to new business opportunities.
Amit Naik ·
Categorical Data Encoding Methods and Techniques
Encoding categorical data is a process of converting categorical data into integer format so that the data with converted categorical values can be provided to the different models.
Yugesh Verma ·
New Weekend Hackathon For Data Scientists: Music Genre Classification
MachineHack is back with an exciting challenge, in yet another Weekend Hackathon. The challenge is to train a model to predict the genre and quality of the music.
AIM Media House ·
A Guide To Audio Data Preparation Using TensorFlow
Yugesh Verma ·
Guide To SimSwap: An Efficient Framework For High Fidelity Face Swapping
Victor Dey ·
Guide to Google’s STAC: An SSL Framework For Object Detection
The Google Brain team has introduced STAC, semi-supervised learning (SSL) framework to perform object detection in a simplified way
Rajkumar Lakshmanamoorthy ·
The Brains Behind Modern Day Programming Honored With Turing Award
In terms of computer science education, their textbooks have been the gold standard for training students, researchers, and practitioners.
Ram Sagar ·
AnalytixLabs Partners With IBM To Offer Job-Oriented Certificate Programs In AI And Data Science
Srishti Deoras ·
Guide To Sktime - Python Library For Time Series Data (Compatible With Sci-kit learn)
Sktime is a unified python framework/library providing API for machine learning with time series data and sklearn compatible tools to analyse, visualize, tune and validate multiple time series learning models such as time series forecastin…
Jayita Bhattacharyya ·
A Complete Learning Path To Transformers (With Guide To 23 Architectures)
The attention mechanism in Transformers began a revolution in deep learning that led to numerous researches in different domains
Rajkumar Lakshmanamoorthy ·
Are MRI Scans Done By AI Systems Reliable?
Ram Sagar ·
Beginners Guide To Text Generation With RNNs
Text Generation is a task in Natural Language Processing in which text is generated with some constraints such as initial characters words
Rajkumar Lakshmanamoorthy ·