When applying one-hot encoding to words, we end up with sparse (containing many zeros)…
Reinforcement Learning is an aspect of Machine learning where an agent learns…
There are a large number of Machine Learning (ML) algorithms available. In this article, I am going to describe and outline pro and cons of common ML algorithms.
Guest post by Mayank Daga, Director, Deep Learning Software, AMD
We are excited to announce the release of TensorFlow v1.8 for ROCm-enabled GPUs, including the Radeon Instinct MI25. This is a major milestone in AMD’s ongoing work to…
About two months ago I got a call from google recruiter for Strategic Cloud Engineer role (basically an evangelical role promoting google cloud services), with the following responsibilities.
This article is being moved to my Substack Publication. You can read the article for free here. This post will be deleted on 18th May 2022.
I wrote this post to simplify the installation process of gpu version of TensorFlow on Ubuntu…
Anyone interested in data science, neural networks, or machine learning will quickly learn that large amounts of data are needed to produce substantive results.
This blog post will help you understand complex world of machine learning by using every day examples. Check…
In this post, I’m going to give you an introduction to Bilateral Segmentation Network for Real-time Semantic segmentation.
In this post, we will learn to predict the function f(t) = sin(t).
Full Code Here:
Get Nazis off the internet!
What is taking robots so long to cook us food?
As more and more financial service firms have morphed morph from providing single set of services (e.g., retail banking) to a mix of services to their customers, their risk and compliance management needs have become more complex…
這邊寫下之前讀到的筆記，基本上資料來源是李弘毅老師的投影片 Structured Learning: Sequence Labeling
(http://speech.ee.ntu.edu.tw/~tlkagk/courses/ML_2016/Lecture/Sequence.pdf)
先簡單講一下 named entity recognition(ner) 這個任務最後希望能做到的事，假設有一個句子
I come from New York…
2023 Update: This archived blog post described some of the early ideas and open source work behind the tech…
Hey there! This is my first blog. I hope you like it :)
This project implements a neural network on tabular data. It is called Deep Astronomy (Deep learning for astronomy). Practicing during learning works best for me. This was my first…
In August 2018 Apple released a beta version of Turi Create framework which is used for training…
Text and photos by Siv Fjørtoft
ML Kit beta brings Google’s machine learning expertise to mobile developers in a…
The XGboost ( eXtreme Gradient Boosting ) is an algorithm that has recently been dominating applied machine learning and Kaggle competitions. The very first time that I saw it is when I participated in the competition of Houseprice in Kaggle and recently I am doing…
AI in Marketing is playing a vital role in the complete automation of marketing.
In the midst of a recent engagement an executive suddenly asked, “Are we using Machine Learning?”. This…
This article originally appeared on blog.zakjost.com
If you haven’t seen this keynote speach by James Mickens from Harvard University yet, you are in for a treat. Sit back and enjoy! Trust me, its worth your time… and hopefully, you may save your employer…
Machine learning (ML) and artificial intelligence (AI) continue to capture media attention and business investments. IDC estimates machine learning and AI spending to increase from $19.1 billion in 2018 to $52.2…
The wealth management industry is having profit and fee pressures due to secular trends in the market that lead investors to move away from actively managed funds to index funds and other passive investments. Additionally, Fintech companies such as Wealth Simple are taking away…
We are excited to introduce teams, customer success stories and $3.9M in seed funding from…
The Cosmose team keeps growing! And as we grow, we’d like to introduce you to some of…
Electrifying an entire dance club is easy if you have killer moves like John Travolta…
Assorted links on mathematics requirement for machine learning (updated 27th August 2018)
What’s the quickest way to learn math for machine learning and deep learning?
This is part of The ULTIMATE Curriculum in Data Science which you can refer for more information in Data Science.
Momentum Strategies
Momentum trading refers to a general class of strategies which extrapolate from existing trends. They assume that stocks which are going…
This is part of The ULTIMATE Curriculum in Data Science which you can refer for more topics related to Data Science.
Por Claudia Saviaga, Carlos Toxtli
It was another weekend, I was feeling blue and was not in the mood to go out(Bruno Mars'…
Joining RocketML has been a wild ride to say the least!
A one on one with the CEO, Muthla Al-Sayer
This book published 20 years ago, but the content still new to me. Statistical NLP is the most interdisciplinary in my view, it involves Linguistics, Computer Science, Statistics, Information Theory, even…
I used to study Bayes Theorem in my high school but never realized that it plays such a paramount role in the…
Nearing the end of 19th century the most advanced scientific institution of Great Britain, The Royal Society of London was…
Hello! You’re reading the second story of our weekly digest — H A Things. This time we’d like to dive into breakthrough openings and inventions that change dramatically our knowledge of human possibilities.
An oft repeated joke among statisticians is: “A statistician drowned crossing a river that was only three feet deep on average”. This joke underscores uncertainty inherent in a statistical estimate.
A statistical estimate is a function of data values which means If “we rerun…
A tree has many analogies in real life, and turns out that it has influenced a wide area of machine learning, covering both classification and regression. In decision analysis, a decision tree can be used to visually and explicitly represent decisions and decision making. As the name…
There’s been a lot of debate around the reason for why analytics struggle to add value within companies, generating several strategies or “tips” on how to avoid the mistakes when trying to use analytics to solve business problems.The result is…
Markov Chains
Markov Chains are a powerful tool. They can be used to model the evolution of probabilistic changes to a system. In its basic form, a Markov Chain is a set of states. At each time step, there is a probability that the current state will transition to…
Artificial Intelligence is a complicated, rapidly evolving field. Actual competency…
December 2017, omniX founders are admitted into Techstars! Here is the full story.
For years, data-driven tech companies have used customers as their raw material: Facebook, Google, Amazon, and others track our moves across the web in order to sell that information and target advertisements. For a long time, users found this an acceptable tradeoff…
I’d say the year 2017 wasn’t a great year for cybersecurity. There were fatal attacks like WannaCry and BadRabbit that were widespread and fatal. 2018 hasn’t been any better. McAfee had predicted that this year there…
Meet Patrick, Sean and Vineet — a driven team committed to moving the justice system forward, and also having constant debates about whether shampoo or conditioner is better.
Machine learning has exploded as companies find ways to draw actionable insights from the data which consumers feed them. However, the efficacy of artificial intelligence algorithms is dependent on the size of the data pool- giving…
Forbes: What Problems Should You Solve With AI?
Data Strategy is seen as the next big wave of a technological shift that is sweeping through the world right now. With large Asian economies of China and India taking the privilege of…
Machine learning is basically an application of artificial intelligence which provides systems a potential to learn and improve automatically without being programmed. In other words, it’s a kind of algorithm that helps software applications to…
A guide to learn Machine Learning by implementing Machine Learning
One of the biggest challenge of Machine Learning is actually learning Machine Learning. As a matter of fact, many skills, tools and science fields are required to…
Have you ever wondered how does YouTube is able to precisely recommend videos for you, or have you…
Have you ever gone down a learning rabbit hole? This happens to me all the time…
One of the difficulties in stepping into a red-hot technology space is you’re not sure what to…
Future elections may be swayed by intelligent weaponized chatbots
Apple for NVRAM based AI in 2019
Amazon wants to put AI/ML in hands of every develops
