BatchNorm for Transfer Learning
Author(s): Michal Lukac Originally published on Towards AI. Making your networks to learn faster in TensorFlow 2+ source: Pexels There are still a lot of models that use Batch Normalization layers. If you would like to do transfer learning on such models, …
Image Processing Libraries in Python
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision. Reference: https://www.tessellateimaging.com/ Table of contents OpenCV Python Pillow Scikit Image Conversions Quiz OpenCV What is …
A Gentle Introduction to Meta-Learning
Author(s): Edward Ma Originally published on Towards AI. Learning to learn Photo by Edward Ma on Unsplash Human begins can learn new things in a few examples, while deep learning thus far is data-hungry. To have a good performance model, millions, or …
Various Ways to Get Data on Google Colab
Author(s): Sanchit Tanwar Originally published on Towards AI. Google colab is one of the best platforms for giving free GPU. It is one of the best places to experiment if you are starting with deep learning. One of the best things about …
NLP News Cypher | 02.16.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by David Arakelyan on Unsplash Natural Language Processing (NLP) Weekly Newsletter NLP News Cypher U+007C 02.16.20 The Great Gig in the Sky And… We’re back! How was your week? Last week was intensely …
Understanding BERT
Author(s): Shweta Baranwal Originally published on Towards AI. Source: Photo by Min An on Pexels Natural Language Processing BERT (Bidirectional Encoder Representations from Transformers) is a research paper published by Google AI language. Unlike previous versions of NLP architectures, BERT is conceptually …
How I Nailed My First Data Science Internship
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Reference: https://monkai-42.firebaseapp.com/ I am just a noob in studies. I am 2019 passed out of NIT Nagpur, with 6.4 CGPA. I did not get a job in campus placement. But the big question!! …
Latest UX/UI Designing Trends in Mobile App Development in 2021 That Users Will Love
Author(s): Sophia Martin Originally published on Towards AI. Designing and developing a mobile application seems to be the most straightforward task for experts. Still, the truth is, there is nothing harder than crafting an app with excellent UI/UX design that can help …
Basic Concepts of Artificial Intelligence and Its Applications
Author(s): Joshua Yeung Originally published on Towards AI. Exploring Big Data and Artificial Intelligence Photo by Hitesh Choudhary on Unsplash This section brings you the basic concepts of artificial intelligence. We will explain the definition of artificial intelligence, what artificial intelligence can …
Smartest of the smart: 12 AI tools to make software intelligent
Author(s): Vitaly Kuprenko Originally published on Towards AI. How to pick a proper AI library for your software Look around, and some mind-blowing things are happening in the world. Cars driving across the streets on autopilot mode, some girl named "Alexa" can …
NLP News Cypher | 02.09.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Jeremy Bishop on Unsplash Natural Language Processing (NLP) Weekly Newsletter NLP News Cypher U+007C 02.09.20 To Hell and Back… DARPA, the Defense Advanced Research Projects Agency, a.k.a. the Agency that Builds U+1F47D …
Data Science Curriculum
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Recommended curriculum for intro-level data science self-study Top highlight Photo by Kelly Sikkema on Unsplash As a data science educator, lots of people interested in getting into data science have contacted me …
Microsoft Data Science Interviews
Author(s): Kenny Kim Originally published on Towards AI. Understanding the interview process from the interviewer’s perspective from ex-Microsoft and ex-Expedia. Photo by Andrew Mantarro on Unsplash A couple of weeks ago, I saw a few posts about the Microsoft interview process. Both …
Productivity Tools for Large-scale Data Science Projects
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Analyzing different productivity tools used for real-world industrial type projects Photo by imgix on Unsplash Basic productivity tools for data science such as Jupyter notebook and R Studio are good tools for …
Multi-lingual Language Model Fine-tuning
Author(s): Edward Ma Originally published on Towards AI. The Problem of Low-resource Languages Photo by Chloe Evans on Unsplash English is one of the richest resources in natural language processing field. Lots of state-of-the-art NLP models support English natively. To tackle multi-lingual …
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