Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
Gradient Descent - Everything You Need To Know With Implementation In Python
Through this article, we will discuss more optimizers and the most commonly used optimizer gradient descent. We will explore how it works and will check its implementation in python.
Rohit Dwivedi ·
More Than A Decade Later, NumPy Releases First Review Paper On Fundamental Array Concepts
Ambika Choudhury ·
Building A Machine Learning Model With WEKA With ‘No Coding’
In this article, we will learn about how to use WEKA to pre-process and build a machine learning model with code.
Bhoomika Madhukar ·
Computer Vision: Write Your Motion Detection Code Using OpenCV
Dr. Raul V. Rodriguez ·
How to Avoid Common Pitfalls of Data Warehouse Migration
Ram Sagar ·
Embedding PowerBI Dashboard In A Streamlit Web App & Deploying On Heroku
Rithwik Chhugani ·
Tutorial On Missingno - Python Tool To Visualize Missing Values
The purpose of this article is to get a better understanding of missing data by visualizing them using Missingno.
Bhoomika Madhukar ·
Top Healthcare Innovators Share AI Developments at GTC
Nvidia ·
The All-New MachineHack Offers Faster & Robust Platform For Data Science Hackathons
Srishti Deoras ·
The Solution Approach Of Winners Of Fake News Content Detection Hackathon
Anurag Upadhyaya ·
Everything About Pipelines In Machine Learning and How Are They Used?
Through this article, we will explore pipelines in machine learning and will also see how to implement these for a better understanding of all the transformations steps.
Rohit Dwivedi ·
Hands-On Guide To Graphviz Python Tool To Define And Visualize Graphs
Graphviz is an open-source python module that is used to create graph objects which can be completed using different nodes and edges. It is based on the DOT language of the Graphviz software and in python it allows us to download the sourc…
Himanshu Sharma ·
Google Introduces A New Algorithm For Training Sparse Neural Networks
Ram Sagar ·
A Fun Project On Building A Face-Swapping Application With OpenCV
In this article, we will implement a face-swapping technique for two images of celebrities using OpenCV and python.
Bhoomika Madhukar ·
AWS DynamoDB Vs Apache Cassandra: Comparing The Two NoSQL Databases
Vishal Chawla ·
Why Altair Acquired Analytics Firm Ellexus
Vishal Chawla ·
Complete Guide On PyDictionary: A "Real" Dictionary Module in Python
PyDictionary is an open-source python library that is used to find the meaning of the words, translation of words and sentences to different languages.
Himanshu Sharma ·
Hands-On Implementation of K-Fold Cross-Validation and LOOCV in Machine Learning
Through this article, we will see what exactly is K-fold cross-validation, how it works, and then we will implement it on a data set to check the estimation of accuracy which we can expect on unseen data.
Rohit Dwivedi ·
Hands-On Tutorial On Polyglot - Python Toolkit For Multilingual NLP Applications
Polyglot is an open-source python library which is used to perform different NLP operations. It is based on NumPy which is why it is fast. It has a large variety of dedicated commands which makes it stand out of the crowd.
Himanshu Sharma ·
What is Imblearn Technique - Everything To Know For Class Imbalance Issues In Machine Learning
Imblearn techniques help to either upsample the minority class or downsample the majority class to match the equal proportion. Through this article, we will discuss imblearn techniques and how we can use them to do upsampling and downsampl…
Rohit Dwivedi ·