Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
A Guide to Markov Chain and its Applications in Machine Learning
A stochastic process can be considered as the Markov chain if the process consists of the Markovian properties which are to process the future.
Yugesh Verma ·
Guide To Generalized Additive Model(GAM) to Improve Simple Linear Regression
GAM is a model which allows the linear model to learn nonlinear relationships. It assumes that instead of using simple weighted sums it can use the sum of arbitrary functions
Yugesh Verma ·
Hands-On Guide to Generating Artificial Faces Using Progressive GAN
When it comes to large datasets with higher pixel values, GAN generates the images with sharp pixels that look crispy though make the training unstable. Generating high-resolution images is a challenging task because the generator must kno…
Vijaysinh Lendave ·
Comprehensive Guide To Deseasonalizing Time Series
Yugesh Verma ·
Guide To Real-Time Semantic Search
The word semantic is a linguistic term. It means something related to meaning in language or logic. Understanding how...
Vijaysinh Lendave ·
Deep Learning DevCon 2021: The Second Edition Of Virtual Summit Announced
Sejuti Das ·
Guide to YAMNet : Sound Event Classifier
Mudit Rustagi ·
Complete Guide to DSNE: A Velocity Visualization Tool
DSNE handles high-dimensional velocity visualization problems such as cell differentiation and embryo development with greater accuracy
Rajkumar Lakshmanamoorthy ·
SkillUp 2021 Launches #MyDataJourney Blogging Contest For All Data Scientists
Sejuti Das ·
China Vs US: Battle Lines Are Drawn In The Fight For AI Upperhand
Srishti Deoras ·
Carnegie Researchers Use AI To Review Scientific Papers
Ram Sagar ·
Now GANs Are Being Used For Drug Discovery: Complete Guide To Quantum GAN With Python Code
Aishwarya Verma ·
Unsupervised Learning For Predictive Maintenance Using Auto-Encoders
Aditya Agarwal ·
Hands-On Guide To Librosa For Handling Audio Files
By the facts, a very large amount of unstructured data represents huge under-exploited opportunities. For example, if you look at our daily communication, you get what the person wants to say or convey and easily interpret their attitude t…
Vijaysinh Lendave ·
Complete Guide To VIT-AugReg: A PyTorch Image Model Descriptive Predictions
This article tried to explore and understand Image Models and how they work. We also learned about a descriptive PyTorch Image Model known as VIT, where we implemented AugReg to create an Image Label Predictor.
Victor Dey ·
Architecting for Operational Data Systems vs Analytical Data Systems
Arvind Iyer ·
Register For This Webinar: Do You Think You Can Analytics?
To guide professionals and enthusiasts with the necessary know-how to embark on a career in analytics, Analytics India Magazine, in association with Ugam, a Merkle company, is hosting a live webinar.
AIM Media House ·
MachineHack Is Back With Weekend Hackathon Edition #2 — The Last Hacker Standing
The first challenge in MachineHack's Weekend Hackathon Edition #2 is to build a highly scalable sentiment analysis model to classify customers emotions/sentiments from the raw unstructured data.
AIM Media House ·
Complete Guide To MBRL: Python Tool For Model-Based Reinforcement Learning
Model-based Reinforcement Learning (MBRL) for continuous control is an area of research investigating machine learning agents explicitly modelling themselves by interacting with the world. MBRL can learn rapidly from a limited number of tr…
Victor Dey ·
What Makes Zoho Analytics Stand Apart?
Zoho Analytics enables users to create visualisations and dashboards to present their data via a quick, easy, self-service model.
Ram Sagar ·