Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
E-commerce Price Prediction: Weekend Hackathon #8
Amal Nair ·
Uber Open-Sources Neuropod - A Library To Run Deep Learning Models Using Multiple Frameworks
Ambika Choudhury ·
Hands-on Guide To Implementing AlexNet With Keras For Multi-Class Image Classification
In this article, we will discuss the architecture and implementation of AlexNet using Keras library without using transfer learning approach. In the end, we will evaluate the performance of this model in classification.
Dr. Vaibhav Kumar ·
Hands-On Guide To Market Basket Analysis With Python Codes
In this article, we will discuss the association rule learning method with a practical implementation of market basket analysis in python. We will use the Apriori algorithm as an association rule method for market basket analysis.
Dr. Vaibhav Kumar ·
On-Policy VS Off-Policy Reinforcement Learning
Ram Sagar ·
How Hospitals Can Tap AI To Manage Staff Better Amid Covid-19 Crisis
Anu Thomas ·
How To Build An AI Marketplace For The Next Decade
Ram Sagar ·
Can We Judge An ML Model Just From Weights
Ram Sagar ·
Regularization In Machine Learning - A Detailed Guide
G R Chandrashekhar ·
Is Reproducibility In AI A Big Deal?
Ram Sagar ·
The Nuances Of Developing AI For Medical Imaging
Ram Sagar ·
How to Implement Knowledge Graph Using Python
Information Extraction is a process of extracting information in a more structured way i.e., the information which is machine-understandable. It consists of subfields which cannot be easily solved. Therefore, an approach to store data in a…
Ankit Das ·
Understanding Speech: Moving Beyond ASRs
Ambika Choudhury ·
Types of Regularization Techniques To Avoid Overfitting In Learning Models
Shraddha Goled ·
Principal Component Analysis On Matrix Using Python
Machine learning algorithms may take a lot of time working with large datasets. To overcome this a new dimensional reduction technique was introduced. If the input dimension is high Principal Component Algorithm can be used to speed up our…
Ankit Das ·
Ensemble Modeling Explained Through Music
Ambika Choudhury ·
How To Use Deep Learning For Tabular Data
Ambika Choudhury ·
Using Near-Miss Algorithm For Imbalanced Datasets
In this article, we will learn about the near-miss algorithm, the different versions of it and implement the different versions on an imbalanced dataset.
Bhoomika Madhukar ·
Latent Class Analysis: Voting Patterns In 32nd Dáil Éireann
Gaurav Kumar ·
Hands-On Guide To Different Tokenization Methods In NLP
Ankit Das ·