References
Author(s): Joseph Reddy Originally published on Towards AI. Machine Learning, Python End to End Model of Data Analysis & Prediction Using Python on SAP HANA Table Data This blog helps to connect with SAP HANA DB (Version 1.0 SPS12) then extracts the …
Comparing Neural Network Architectures
Author(s): Yan Gobeil Originally published on Towards AI. Comparing NN architectures through a language classifier, using Google Colab After reading François Chollet’s wonderful book Deep Learning with Python I became curious about the different neural network architectures and which one is the …
Welcome to the Augmented Age
Author(s): Alex Bates Originally published on Towards AI. The next economic revolution is a revolution of the mind. We’ve had these revolutions before. The invention of agriculture more than 10,000 years ago set a new benchmark for modernity. The invention of steam …
Why is the Progression of Japan’s AI Slow?
Author(s): Stacy S. Originally published on Towards AI. AI Progress in Japan U+007C Towards AI The die is cast… AI and deep learning are not just “buzz words.” These technologies have been coming to cause an impact in the real world, especially …
Introduction
Author(s): Manish Nayak Originally published on Towards AI. Machine Learning An Intuitive Introduction of Word2Vec by Building a Word2Vec From Scratch Understanding Word2Vec, and it’s advantages In this article, I will try to explain Word2Vec vector representation, an unsupervised model that learns …
The Basics of Recurrent Neural Networks (RNNs)
Author(s): Ben Khuong Originally published on Towards AI. Top highlight Machine Learning Table of contents What are RNNs used for? What are RNNs and how do they work? A trivial example — forward propagation, backpropagation through time One major problem: vanishing gradients …
Nothing but NumPy: Understanding & Creating Neural Networks with Computational Graphs from Scratch
Author(s): Rafay Khan Originally published on Towards AI. Top highlight Machine Learning, Programming, Python Update: I am overwhelmed by the positive feedback this writeup has received, especially by people in the AI community I look up to. I am also grateful to …
Nothing but NumPy: Understanding & Creating Neural Networks with Computational Graphs from Scratch
Author(s): Rafay Khan Understanding new concepts can be hard, especially these days when there is an avalanche of resources with only cursory explanations for complex concepts. This blog is the result of a dearth of detailed walkthroughs on how to create neural …
Automate Testing of TensorFlow Lite Model Implementation
Author(s): Mirek Stanek Originally published on Towards AI. Making sure that your ML model works correctly on a mobile app (part 2) This post was originally published at thinkmobile.dev — a blog about implementing intelligent solutions in mobile apps (link to article). …
Computer Vision with fast.ai
Author(s): Dhairya Kumar Originally published on Towards AI. Building and Deploying an Image Classifier U+007C Towards AI Build and deploy an image classifier using fast.ai and Render Computer vision is ubiquitous and it has tons of real-life applications like object detection, face …
Artificial Intelligence
Author(s): Dhairya Kumar Originally published on Towards AI. Intro to Machine Learning, No Math Involved U+007C Towards AI Demystifying Machine Learning A gentle introduction to the scientific field of machine learning with no math involved Machine learning is one of the most …
Beginners Guide to Convolutional Neural Network from Scratch — Kuzushiji-MNIST
Author(s): Satsawat Natakarnkitkul Originally published on Towards AI. Machine Learning Figure 1: Convolutional Neural Network (Source: https://en.wikipedia.org/wiki/Convolutional_neural_network) In the previous post, which you can check it out here, I have demonstrated various dimensional reduction techniques on Kuzushiji-MNIST (KMNIST) data set. In this …
AWS Certification Roadmap (as of May 2019)
Author(s): Tina Bu Originally published on Towards AI. Cloud Computing AWS Certified Solutions Architect Associate U+007C Exam Tips 2019 Exam tips for the Amazon Web Services Solutions Architect Associate certification I just passed my AWS Certified Solutions Architect Associate exam U+1F44FU+1F3FBU+1F44FU+1F3FBU+1F44FU+1F3FB and …
Fishing for Insight
Author(s): Kal Lemma Originally published on Towards AI. School of Fish Collective Behavior can be seen all around us. What really defines collective behavior models is that there is no global orchestrator that directs any power, but rather many individual agents locally …
Introduction
Author(s): Manish Nayak Originally published on Towards AI. An Introduction to Pix2Pix cGANs U+007C Towards AI Pix2Pix Network, An Image-To-Image Translation Using Conditional GANs (cGANs) Pix2Pix network is basically a Conditional GANs (cGAN) that learn the mapping from an input image to …
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