AI Trends
Reporting, analysis and features from AIM's AI Trends section.
Consolidation of data science education industry
As happens with most industries, after a phase of rapid growth, through a series of mergers and acquisitions, they progress through a consolidation lifecycle.
Shraddha Goled ·
Build an end-to-end machine learning model with DataRobot
DataRobot, powered with the recent open-source algorithms and loaded with on-premise AI services, offers features to build and deploy ML models with ease.
Sourabh Mehta ·
Ireland gets its first AI ambassador. Will other countries follow suit?
India is behind the US, China, the UK, France, Japan and Germany in the top AI adopters list.
kartik.wali ·
How to improve time series forecasting accuracy with cross-validation?
Yugesh Verma ·
Build and deploy your first ML model with Dataiku
Dataiku is a platform that systematizes the use of data and AI.
Sourabh Mehta ·
Build your first text-to-image searcher with TensorFlow Lite Model Maker
On-device machine learning uses a simplified version of cloud-based machine learning.
Sourabh Mehta ·
What is special in DeepMind’s Sonnet library for constructing neural nets?
Sonnet creates high-level networks that are easier to train and test with multiple applications.
Sourabh Mehta ·
Quick way to find p, d and q values for ARIMA
To make a better explanation of ARIMA we can also write it as (AR, I, MA) and by this, we can assume that in the ARIMA, p is AR, d is I and q is MA.
Yugesh Verma ·
Build your first feature store with Feast
A feature store is a tool used for storing commonly used features.
Sourabh Mehta ·
Most used enterprise tools for digital-first firms in 2022
The enterprise software market got a major fillip after remote working became the norm.
sri.krishna ·
Artificial bee colony and its applications to optimization problems
Honey bees' foraging behaviour inspired the development of artificial bee colony.
Sourabh Mehta ·
7 Tricks to Speed up Neural Network Training
There are a few approaches that can be used to reduce the training time time of neural networks.
Yugesh Verma ·
Why the high accuracy in classification is not always correct?
The high accuracy of classification model could be misleading.
Sourabh Mehta ·
How to use simulated annealing to approximate a function?
Simulated annealing is an uninformed search technique to optimise the global minima of a function.
Sourabh Mehta ·
5 methods that will not let your neural network model overfit
Through this post we will discuss about overfitting and methods to use to prevent the overfitting of a neural network.
Yugesh Verma ·
Build and deploy your first real-time dashboard with Streamlit
Deploying dashboards made easier and faster by Streamlit.
Sourabh Mehta ·
How to detect and treat outliers in categorical data?
Detecting outliers in the categorical data is something about the comparison between the percentage of availability of data for all the categories.
Yugesh Verma ·
5 conditions when the ARIMA model should be avoided
ARIMA is the most popular model used for time series analysis and forecasting. Despite being so popular among the community, it has certain limitations as well.
Yugesh Verma ·
How to use the Chi-Square Test for two categorical variables?
Chi-Square test is used to know dependency and to examine fitness of categorical variables.
Sourabh Mehta ·
Popular programming languages for web development
Popular websites using Python include Spotify, Mozilla, Netflix, Reddit, the Washington Post and Uber.
Avi Gopani ·