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Python to the Rescue Nov 14, 2021 Data Science & AI Machine Learning & Python & Blogging I’m evaluating whether or not I should move this blog to another CMS platform so I can start building a community around it like it was before. Restarting the Site Nov 10, 2021 Data Science & AI Machine Learning & Blogging I shut Neural Market Trends down on the last day of August thinking it was going to be for good. Things have changed on my end and I’m thinking of Kubernetes & Julia Language Aug 1, 2021 Kubernetes & Julia Language & Data Science & AI Machine Learning & Blogging I’m coming up on my 3rd anniversary at and we’ve embarked on an interesting pivot of sorts. Our new product is based on Kubernetes. At first Time Series for H2O with Modeltime Apr 22, 2021 H2Oai & AI Machine Learning & Blogging Matt Dancho, founder of Business Science Introduced to H2O-3 via the AutoML package Sample code in R shared Sample 2020 AI Market in Review Dec 17, 2020 AI Machine Learning & Blogging 2020! What a crazy year! We had the Covid19 pandemic, major economic shocks, two big IPO’s in the immediate ‘AI’ space, and lots of new machine Facebook & Political Ads Targeting Oct 29, 2020 AI Machine Learning & Privacy & Blogging Talk about scummy, Facebook is getting nervous. NYU Researchers @LauraEdelson2 and Damon McCoy were sent a cease and desist letter into their Python Tutorials Sep 13, 2020 AI Machine Learning & Python & Tutorials & python This is my ongoing list of Python Tutorials. I’m currently merging my various Python Tutorials into one cohesive list below as a way to reduce the H2O Tutorials Aug 25, 2020 AI Machine Learning & Tutorials & h2o I finally posted a new video on my YouTube channel after a year of no activity. It felt good and is part of my ‘content refresh’ project I’m working RapidMiner Tutorials Aug 9, 2020 AI Machine Learning & RapidMiner & Tutorials & rapidminer It would appear that making a rolling list of all my old and newer RapidMiner Tutorials would be helpful for readers. It should be noted that these TensorFlow & Julia on a Jetson Nano Apr 20, 2020 AI Machine Learning & Tutorials & julia language A few months ago I bought a Jetson Nano as a Christmas present for myself. I promptly got busy with work and life and forgot to set up until a month Software is eating the World Apr 16, 2020 AI Machine Learning & Blogging I started playing bass guitar when I was in high school. The whole goal was to make our own music and get ‘chicks.’ I won’t lie, I was a horny AI is Evolving Apr 14, 2020 AI Machine Learning & Blogging I posted about AutoML-zero in my newsletter a few weeks ago. I found genetic programming and applying evolutionary search for machine learning to be Groovy over Python? Mar 5, 2020 AI Machine Learning & Python & Blogging After a few frustrating events where I had some python code blow up because of dependencies, I started looking hard a using Groovy going forward. Groovy for Data Science Jan 17, 2020 AI Machine Learning & Blogging I was looking through Reddit the other day and came across an interesting post in r/Groovy. The group itself has been relatively dead for a while Updated Forex Charts with Bokeh Dec 15, 2019 Forex Trading & Python & AI Machine Learning & Blogging Just updating my past post on autogenerating support and resistance lines for the EURUSD. I’ve updated the charts to use Bokeh, a nicer and How to Recognize AI Snakeoil Dec 5, 2019 AI Machine Learning & Blogging My colleague posted an interesting Princeton presentation to our group Slack channel. It’s about how AI is being used in social interactions such as Go Master Quits, AI too powerful Dec 1, 2019 AI Machine Learning & Blogging I just read that Lee Sedol is retiring from the competitive Go world because of AlphaGo. The South Korean said he had decided to retire after AI Trading & Lehman Brothers? Nov 27, 2019 AI Machine Learning & Investing & Blogging WOW! I posted this over 12 years ago. Talk about being spot on the money! I hate to do this but I’m going to quote myself here: I firmly believe Investing in the S&P500 beats AI Trading Nov 26, 2019 Investing & AI Machine Learning & Blogging I forgot to link to this image back in early May 2019. It’s from Bloomberg and it makes a lot of sense, maybe eye opening for some. {{< img Downloading SEC.GOV data Nov 11, 2019 Python & AI Machine Learning & Blogging I’ve finally found a way to download SEC.GOV data in a consistent and less stressful way. I want to give the University of Notre Dame Software Auto Support Resistance Lines in Forex Nov 8, 2019 Python & AI Machine Learning & Investing & Tutorials & python On the heels of my last post, I’ve extended those functions to the EURUSD pair. The data starts from this year 2019 and goes through to yesterday. Isolation Forests in Oct 11, 2019 h2oai & AI Machine Learning & Tutorials & h2o A new feature has been added to H2O-3 open source, isolation forests. I’ve always been a fan of understanding outliers and love using One Class MLI with RSparkling Jun 1, 2019 AI Machine Learning & h2oai & Blogging Last evening my colleague Navdeep Gill (@Navdeep_Gill_) posted a link to his latest talk titled “Interpretable Machine Learning with RSparkling.” Interpreting Machine Learning Models May 9, 2019 h2oai & AI Machine Learning & Blogging I found this short 8 minute video from H2O World about Machine Learning Microsoft the AI Powerhouse May 7, 2019 AI Machine Learning & Investing & Blogging I’ve been a long term shareholder of MSFT and I’ve been rewarded quite well. Under the leadership of CEO Nadella, Microsoft has become and AI Machine Learning Making Pesto Tastier Apr 4, 2019 AI Machine Learning & Blogging Now this is something I can get behind, using machine learning to make Pesto tastier! The article is really about growing Basil with higher TensorFlow and High Level APIs Mar 16, 2019 AI Machine Learning & Blogging I got a chance to watch this great presentation on the upcoming release of TensorFlow v2 by Martin Wicke. He goes over Functional Programming in Python Jan 13, 2019 Python & AI Machine Learning & Blogging I’m spending time trying to understand the differences between writing classes and functions in Python. Which one is better and why? From what I’m Feature Engineering in Driverless AI Jan 9, 2019 h2oai & AI Machine Learning & Blogging Dmitry Larko, Kaggle Grandmaster, and Senior Data Scientist at goes into depth on how to apply feature engineering in general and in What's new in Driverless AI? Dec 26, 2018 AI Machine Learning & h2oai & Blogging Arno, H2O’s CTO, gave a great 1+ hour overview in what’s new with Driverless AI version 1.4.1. If you check back in a Flux Machine Learning for Julia Dec 7, 2018 AI Machine Learning & Blogging There was a HUGE announcement on the Julia blog a few days ago. The convergence of a language for machine learning and marrying it with a compiler What is Reusable Holdout? Nov 2, 2018 AI Machine Learning & Blogging independent Ideally, the holdout score gives an accurate estimate of the true performance of the model on the underlying distribution from which the Open Source Oct 22, 2018 h2oai & AI Machine Learning & Blogging Dear Friend, I’ve been think a lot about open source lately. I’ve also been thinking of closed source and open core too. All those words. What do Machine Learning Interpretability in R Sep 28, 2018 AI Machine Learning & h2oai & Blogging In this video the presenter goes over a new R package called ‘iML.’ This package has a lot of power when explaining global and local feature Matrix Factorization for Missing Values Sep 12, 2018 h2oai & AI Machine Learning & Blogging I stumbled across an interested reddit post about using matrix factorization (MF) for imputing missing values. The original poster was trying to Why (most) Twitter Bots Suck Sep 9, 2018 AI Machine Learning & Python & Blogging I’m going to be the first to admit that I use Python to send out Tweets to my followers. I have a few scripts that parse RSS feeds and do retweets MLI Using LIME Framework Sep 7, 2018 AI Machine Learning & h2oai & Blogging I found this talk to be fascinating. I’ve been a big fan of LIME but never really understood the details of how it works under the hood. I Exploring Aug 10, 2018 AI Machine Learning & h2oai & Blogging A few years ago RapidMiner incorporated a fantastic open source library from That gave the platform Deep Learning, GLM, and a GBT algos, Beta Testing an Instagram Hashtag Tool Jul 22, 2018 AI Machine Learning & Python & RapidMiner & Blogging Continuing the stream of consciousness from my Working with Instgram API, JSONPath, and RapidMiner post, I started beta testing a new and improved Guide to Getting Started in Data Science Apr 25, 2018 AI Machine Learning & RapidMiner & h2oai & Blogging This is the forward to an updated ultimate guide on getting started in data science. I wanted to write a set of ‘getting started’ posts to share My Chinese Big Brother - Part 2 Apr 19, 2018 AI Machine Learning & Blogging Coming on the heels of “I told you so,” China is using facial recognition to make sure you’re a good Chinese citizen. Authorities in Shenzhen, Data Science & Machine Learning Apr 16, 2018 AI Machine Learning & Blogging When I first self-taught myself ‘data science,’ there wasn’t a lot on the Internet to help me. I spent years cobbling information together reading Build a Machine Learning Framework Mar 5, 2018 AI Machine Learning & Blogging Great article by Florian Cäsar on how his team developed a new machine learning framework. From scratch. In 491 steps! He summarizes the entire How StockTwits Uses Machine Learning Mar 2, 2018 AI Machine Learning & Blogging Fascinating behind the scenes interview of StockTwit’s Senior Data Scientist Garrett Hoffman. He shares great tidbits on how StockTwits uses machine Fraud Analytics in RapidMiner Nov 10, 2017 RapidMiner & AI Machine Learning & Blogging This is a great video presentation on Fraud Analytics use case with RapidMiner. See my notes below. ##Some key concepts AlphaGO Zero learns on its own Oct 19, 2017 AI Machine Learning & Blogging The news dropped that Google’s new implementation of AlphaGo, called AlphaGO Zero, was able to learn completely on its own. No training set was Introduction to Deep Learning Oct 16, 2017 RapidMiner & AI Machine Learning & H2Oai & Blogging This is a great introduction to Deep Learning. I know I learned a few things from Phillip. RapidMiner now can do GPU Orange 3 is impressive Oct 7, 2017 AI Machine Learning & Blogging I’ve been keeping a lazy eye on Orange over the years and it’s (fairly) recent update has made it quite an impressive contender in the Data Science Weaponizing AI Sep 12, 2017 AI Machine Learning & Blogging File this under “no shit Sherlock,” but hackers are already weaponizing machine learning. The AI, named SNAP_R, sent simulated spear-phishing Product Qualified Lead Model Aug 25, 2017 AI Machine Learning & Business Ideas & Entrepreneurship & Blogging One of the big corporate strategy things I worked on was developing and putting into production a PQL model. It was essentially a propensity to buy What Works What Doesn't Work Aug 19, 2017 Business Ideas & Entrepreneurship & AI Machine Learning & Blogging An important lesson I’ve learned while working at a Startup is to do more of what works and jettison what doesn’t work, quickly. That’s the way to Is it Possible to Automate Data Science? Jul 10, 2017 AI Machine Learning & Blogging A few months ago I read about a programmer that automated his job down to the point where the coffee machine would make him lattes! Despite the Millennials can't catch a break! Jun 19, 2017 AI Machine Learning & Entrepreneurship & Millennials & Blogging This is just nuts. Millennials just can’t seem to catch a break. Now AI is coming for their jobs. Research released by Gallup on Thursday indicates Process Mining Apr 28, 2017 AI Machine Learning & RapidMiner & Blogging I’ve spent years working at small and large Engineering firms and they hardly made any money. Engineering firms are notorious for making 1 to 3% net Big Data and Infrastructure Feb 7, 2017 AI Machine Learning & Blogging I have a daily downtime routine. Every evening I set aside about a hour and think. I sit or walk around the house and ruminate about all sorts of Machine Learning on a Raspberry Pi Jan 27, 2017 AI Machine Learning & Raspberry Pi & Blogging It looks like Google is catching up to the idea of machine learning on a Raspberry Pi! Someone put RapidMiner on a Pi back in 2013 but it was slow About AI Machine Learning Welcome to Neural Market Trends, an award winning data science and machine learning blog created and run by Thomas Ott since 2007. In the past it