Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
Programmatic Advertising & Relevance Of Data Science In Digital Marketing
Programmatic advertising is basically machine-to-machine automation of advertising and media transactions.
Shraddha Goled ·
Addressing The Vanishing Gradient Problem: A Guide For Beginners
when the elements of the gradient become exponentially small so that the update of the parameters with the gradient becomes almost insignificant
Yugesh Verma ·
How Amex Helps Small Businesses with Real-Time Credit Decisioning
Radhakrishnan G, Global Commercial and Merchant Risk Decision Science at Amex explains AI and ML-based real-time credit decisioning.
Debolina Biswas ·
A Guide to VARMA with Auto ARIMA in Time Series Modelling
Yugesh Verma ·
How Differential Privacy Is A Level Above Conventional Data Anonymisation
Randomised response helps in understanding the overall response of the population rather than concentrating on individual choices.
Shraddha Goled ·
A Complete Guide To Tensorflow Recommenders (with Python code)
TensorFlow Recommenders (TFRS) is an open-source TensorFlow package that simplifies the building, evaluation, and deployment of advanced recommender models.
Vijaysinh Lendave ·
A Complete Guide to Using WordNET in NLP Applications
it is required to understand the intuition of words in different positions and hold the similarity between the words as well. WordNET is a lexical database of semantic relations between words in more than 200 languages.
Yugesh Verma ·
Django vs Flask vs FastAPI - A Comparative Guide to Python Web Frameworks
goals of Django is to make it easy to develop complex database-driven websites, flask is a microframework because of no requirement of any particular library or tools, fastAPI is considered to be one of the fastest python frameworks.
Yugesh Verma ·
A Comprehensive Guide to Maximum Likelihood Estimation and Bayesian Estimation
An l based on data that has random values. The estimation is a process of extracting parameters from the observation that are randomly distributed.
Yugesh Verma ·
Jupyter Labs Desktop App: What Is It & Do We Need It?
The app runs the front-end of JupyterLab inside an embedded browser.
Avi Gopani ·
Stanford Researchers Solve One Thing That Bothered Drones
Cloud robotics deals with low powered robots that can offload their compute to centralized servers if they are uncertain locally or want to run more accurate, compute-intensive models.
Ram Sagar ·
A Guide to GeoPandas for Geospatial Data Visualization
From this article you can learn how to plot Geospatial data.
Vijaysinh Lendave ·
Top Talks To Look Forward At Deep Learning DevCon 2021
The two-day virtual conference on deep learning will be held on 23rd and 24th September, bringing influential professionals and researchers in the deep learning domain on a single platform.
kumar Gandharv ·
Apriori vs FP-Growth in Market Basket Analysis - A Comparative Guide
Apriori is a Join-Based algorithm and FP-Growth is Tree-Based algorithm for frequent itemset mining or frequent pattern mining for market basket analysis.
Yugesh Verma ·
A Guide to Text Preprocessing Using BERT
This blog discuss about how to use SOTA BERT for pre-processing the textual data
Vijaysinh Lendave ·
A Beginner’s Guide to Neural Network Pruning
Neural network pruning, which comprises methodically eliminating parameters from an existing network, is a popular approach for minimizing the resource requirements at test time.
Vijaysinh Lendave ·
Why ML Needs To Move On From The Bias-Variance Tradeoff Narrative
Is it time to bid farewell to bias-variance tradeoff when it comes to machine learning?
Ram Sagar ·
Fortnight Hackathon Series For Data Scientists: Work Hour Prediction Challenge
This challenge is a part of the new MachineHack Fortnight Hackathon Series — where we pose unique problem statements every week to test your data science skills.
AIM Media House ·
Learn How To Accelerate Data Science Workloads With GPUs In This Power Session By Nvidia
Join us for this exclusive webinar on accelerating data science workloads with GPUs, organised by Analytics India Magazine in association with NVIDIA & Micropoint Computers Pvt Ltd.
AIM Media House ·
AI Avant-Garde: 3 Pioneering Works That Revolutionised The Field
We are celebrating three pioneers from different ages whose work laid the foundations for modern day AI.
Ram Sagar ·