Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
Guide To Python Context Managers: Beyond Files
Context managers are one of those inherently Pythonic features that aren't available in most languages. They provide a convenient syntax when your code has to open and close connections or manage limited resources.
Aditya Singh ·
A Beginner’s Guide to Time Series Modelling Using PyCaret
When it comes to determining whether a business will succeed or fail, time is the most important factor.
Vijaysinh Lendave ·
A Hands-On Guide to SwinIR: A Transformer for Image Restoration
Image restoration techniques such as image super-resolution (SR), image denoising, and JPEG compression artefact reduction strive to recreate a high-quality clean image from a low-quality degraded image.
Vijaysinh Lendave ·
Data Visualisation Hackathon Ends On A Scrumptious Note. Here Are The Winners
The hackathon witnessed close to 460+ participants and 65+ solutions posted on the leaderboard.
Amit Naik ·
Tableau Vs Shiny: Which One Should You Pick For Data Visualisation
Business intelligence tools help companies extract actionable insights from data to help them make informed decisions.
Debolina Biswas ·
What Does Machine Learning Embedding Mean?
An embedding is a low-dimensional translation of a high-dimensional vector.
Dr. Nivash Jeevanandam ·
Complete Guide to Transposed Convolutions in CNN Models
it is convenient to not change the size of output or keep the dimensions of input and output the same. This can be achieved by the transposed convolution in a better way
Yugesh Verma ·
Beginners Guide to Self-Organizing Maps
A self-organizing map is also known as SOM and it was proposed by Kohonen. It is an unsupervised neural network that is trained using unsupervised learning techniques to produce a low dimensional, discretized representation from the input…
Victor Dey ·
Guide To KNIME - A GUI Way of Data Science
KNIME stands for Konstanz Information Miner which was developed at the Konstanz University, Germany in 2004. It is open-source software written in Java. KNIME relies on predefined components called Nodes for building and executing the work…
Vijaysinh Lendave ·
Guide To Mito - A Low Code Tool for Exploratory Data Analysis(EDA)
Mito is an open-source python library. For creating interactive dashboards and graphs with the. Mito makes EDA faster.
Yugesh Verma ·
Hands-On Guide to PaDELPy for ML Model Building
PaDELPy is an open-source library that provides a Python wrapper for the PaDEL-Descriptor and a molecular descriptor calculation software. The PaDEL-Descriptor can be used to work on scientific data to help calculate the molecular fingerpr…
Victor Dey ·
How Organisations Leverage Analytics To Build A Data-Savvy Workforce
Do you see data science and analytics training as a functional piece?
Amit Naik ·
Current State of Robots At The Data Centers
Ram Sagar ·
How To Optimise Deep Learning Models
Ram Sagar ·
Guide To Prediction Engineering With Compose
Compose is a Python module for automating prediction engineering. It enables developers to generate labels by writing one just labelling function.
Aditya Singh ·
Complete Guide to Neural Non-Rigid Tracking
Neural non-rigid tracking mechanism is robust in performance and cheaper to deploy in real-world object-tracking applications
Rajkumar Lakshmanamoorthy ·
Register For This Webinar To Understand Why Competence In Business Analytics Is Critical For Data-Driven Business Decisions
AIM Media House ·
Guide to Giotto-TDA: A high-performance topological machine learning toolbox
Topology is the study of shapes and their properties. Topology doesn't care if you twist, bend, shear etc. the geometric objects. It simply deals with these shapes’ properties, such as the number of loops in them, no components, etc.
Pavan Kandru ·
Guide to Apple’s Equivariant Neural Rendering: Generating 3D scenes with no 3D supervision
Aishwarya Verma ·
Guide to Panoptic Segmentation - A Semantic + Instance Segmentation Approach
Nikita Shiledarbaxi ·