Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
What is grokking in machine learning?
The generalisation of overparameterised neural networks has long piqued the curiosity of the machine learning community.
Abhishree Choudhary ·
Hardware accelerators in the world of Perception AI
The medical field is also using Deep Learning and FPGAs specifically for smart surgery, smart surgical equipment etc.
poornima.nataraj ·
A guide to explainable named entity recognition
Named entity recognition (NER) is difficult to understand how the process of NER worked in the background or how the process is behaving with the data, it needs more explainability. we can make it more explainable.
Yugesh Verma ·
Delivering analytics at scale for the end to end business chain of clients
Srinivasan outlined how analytics can be used in the business processes to save money for the clients
Sreejani Bhattacharyya ·
The 3 building blocks of accessible AI
An online footwear fashion house leveraged AI to get 700,000 odd SKUs processed across three major product categories in just about nine weeks.
poornima.nataraj ·
Intuit's Sidharth Kumar on augmenting personal finance with AI
For data storage, Intuit Mint currently uses Hive, DynamoDB, Redshift, S3
Amit Naik ·
Move over ML, it’s time for XL
Lack of tooling and methodology around production ML is the biggest thing holding back the real world impact of the field.
Sreejani Bhattacharyya ·
A guide to end-to-end Anomaly Detection using PyFBAD
The PyFBAD library is an unsupervised anomaly detection package that works from start to finish. All ml-flow phases have source codes in this package.
Vijaysinh Lendave ·
Step-by-step guide to win Kaggle competitions
Neural/Deep Learning Networks and Feature Engineering have consistently emerged as the go-to tactics in Kaggle's tournaments.
Abhishree Choudhary ·
MLDS 2022: The most awaited annual ML conference is finally here!
In this edition of MLDS, we have 50 speakers holding reputed positions across organisations like Meta (Facebook), Genpact, Ugam, Tredence, and Oracle, among others.
Shraddha Goled ·
Meet the winners of Deloitte and MachineHack’s “Machine Learning Challenge”
The Machine Learning Challenge focused on various attributes such as funded amount, location, loan, balance, etc., to predict if a person will be a loan defaulter or not.
Sreejani Bhattacharyya ·
Attend this free informative session on world’s only applied doctoral program in data science
The Rennes School of Business, France, and the International School of Engineering, India launched the world’s first and only applied Doctorate of Business Administration in Data Science in 2019. To learn more about becoming a Data Science…
Ebin K. Gheevarghese ·
Scala vs Python for Apache Spark: Which one to go for
Though Spark has APIs for both Scala and Python, let us try to understand which one you should choose for using the Apache Spark framework.
Sreejani Bhattacharyya ·
A Guide to Hyperparameter Optimization using HpBandSter
HpBandSter is a python package framework that can be used for distributed hyperparameter optimization. Using this framework we can perform a variety of cutting-edge hyperparameter algorithms including the HyperBand
Yugesh Verma ·
Tredence in association with MachineHack present Ode to Code: Predicting Weather Using Alien Fruit Properties –An exclusive MLDS 2022 hackathon for data scientists
Sign up for this flagship hackathon as part of MLDS 2022 and stand a chance to win cash prizes worth INR 1 lakh.
Krishna Rastogi ·
A guide to text detection and recognition using MMOCR
In this article, we will go over tasks performed in the OCR method and python based library that centralizes all OCR-related operations.
Vijaysinh Lendave ·
What is multimodal system of AI and its evolution
srishti.Mukherjee ·
India’s Digital Agriculture Mission is about people, not projects
Indian agritech companies aim to provide innovative solutions and actionable advice.
Pritam Bordoloi ·
Log9 unveils its latest range of EVs in India
Log9, in collaboration with eBikeGo, launched the first of its kind electric trike Velocipedo with an aim to redefine urban mobility.
sri.krishna ·
The ultimate guide to metaverse courses online
Here’s a curated list of online metaverse courses from beginner to expert level.
tasmia.ansari ·