AI Trends
Reporting, analysis and features from AIM's AI Trends section.
How to use Torchbearer for fitting ML models with PyTorch?
Torchbearer is python based library which is basically a model fitting library for PyTorch models and offers a high-level metric and callback API that can be used in a variety of applications.
Vijaysinh Lendave ·
Top 5 Books to Read on Transformers
The Transformer architecture implements an encoder-decoder structure without recurrence and convolutions.
meeta.ramnani ·
How to perform Named Entity Recognition (NER) using a transformer?
This article is focused on making the procedure of NER easy and trustworthy. Since we know about the success of transformers in machine learning, we can say that for NER using a transformer can be reliable for us.
Yugesh Verma ·
Top NFT marketplaces in India
Jupiter Meta has just launched what it calls India’s first fully curated NFT marketplace, focused on creating singular metaverse experiences through film, music and games.
Avi Gopani ·
How can times series forecasting be done using random forest?
Random forest is also one of the popularly used machine learning models which have a very good performance in the classification and regression tasks. A random forest regression model can also be used for time series modelling and forecast…
Yugesh Verma ·
Learn cutting edge technologies with IIT Madras: Advanced Certification in Software Engineering for cloud, blockchain & IoT from Great Learning
Throughout the course, one can build awareness around advanced software engineering, cloud computing, IoT courses in India and blockchain knowledge, with a view towards real-world applications that drives business success.
Sreejani Bhattacharyya ·
Top resources to learn decision trees in 2022
Decision trees can handle continuous and categorical variables.
Avi Gopani ·
Top Resources to Learn SQL Quickly
SQL is the most common back end data storage and data processing solution used by Facebook, Twitter, Instagram, Spotify etc.
poornima.nataraj ·
Getting started with Snowflake Essentials
Snowflake Essentials is a pre-Summit Training Course that has been designed as a first-step for people who want to learn the fundamentals of Snowflake and data warehousing.
srishti.Mukherjee ·
How to implement a Doc2Vec model using Gensim?
Doc2Vec is quite similar to Word2Vec models where Doc2Vec proposes a method for getting word embedding from paragraphs of the corpus using unsupervised learning algorithms.
Yugesh Verma ·
Small object detection by Slicing Aided Hyper Inference (SAHI)
Object detection is a task that involves bounding boxes and classifying them into categories to locate all positions of objects of interest in an input.
Vijaysinh Lendave ·
Getting started with Gensim for basic NLP tasks
Gensim is an open-source python package for natural language processing with a special focus on topic modelling. It is designed as a topic modelling library, allowing users to apply common academic-based models in production or projects.
Vijaysinh Lendave ·
How to perform SQL like queries on data using Pandas?
SQL and Pandas are the two different tools that have a great role to play when handling the data. These are not only the basic tools for any data-related tasks, but also they are very easy to use and implement even by a novice user.
Yugesh Verma ·
Getting started with collaborative filtering from scratch using random data
Collaborative filtering can be considered as a technique to provide recommendations in a recommendation system or engine. In a basic sense, we can say that it is a way to find similarities between users and items.
Yugesh Verma ·
Top 5 misconceptions about Metaverse
Metaverse was introduced way back in 1992 by Neal Stephenson, in his science fiction novel Snow Crash.
poornima.nataraj ·
Top gaming wearables available in India
The world of gaming is changing and so are the devices used to play. It’s not just accessibility anymore – but enhancing the experience.
meeta.ramnani ·
How to use XGBoost for time-series analysis?
Using XGBoost for time-series analysis can be considered as an advance approach of time series analysis. this approach also helps in improving our results and speed of modelling.
Yugesh Verma ·
Top masters program in AI in the US 2022
Let us take a quick look at a few of the most popular masters programs in artificial intelligence in the USA.
Sreejani Bhattacharyya ·
How India can be as AI-ready as the US
A common factor in 40% of the countries included in the rankings since 2017 is an AI strategy or its ongoing drafting.
Avi Gopani ·
Build your first ML pipeline in Kubeflow
Kubeflow is an end-to-end machine learning stack orchestration toolset based on Kubernetes for deploying, scaling, and managing complex systems.
Vijaysinh Lendave ·