Heaton Research2023-10-19T19:26:10.263Zhttps://www.heatonresearch.com/Jeff HeatonHexoSession 16: B/I - Multivariate Feature Engineering: Beyond Simple Data Preparationhttps://www.heatonresearch.com/2019/09/09/pas-2019-features.html2019-09-09T17:00:00.000Z2023-10-19T19:26:10.263Z<p>I am presenting a workshop on “Multivariate Feature Engineering: Beyond Simple Data Preparation” for the Society of Actuaries at the <a hWhy am I getting ImportError: No module named tensorflow?https://www.heatonresearch.com/2019/09/03/tf-no-module-jupyter.html2019-09-03T17:00:00.000Z2023-10-19T19:26:10.264Z<p>A common question that I get both from students of <a href="https://sites.wustl.edu/jeffheaton/t81-558/">my class</a> and also <a href="hVideo Release Schedule for Fall 2019 Applications of Deep Learninghttps://www.heatonresearch.com/2019/05/20/2019-video-schedule.html2019-05-20T17:00:00.000Z2023-10-19T19:26:10.260Z<p>Here is the schedule for when I plan to release each of the course videos this summer. I am planning on finishing video recording beforeMy Favorite TensorFlow 2.0 Articles (as of March 2019)https://www.heatonresearch.com/2019/03/13/tensorflow_20_articles.html2019-03-13T17:00:00.000Z2023-10-19T19:26:10.264Z<p><a href="https://www.tensorflow.org/community/roadmap">TensorFlow 2.0</a> should be officially released this spring. I’ve started lookinTime Lapse: Creating Several MergeLife Cellular Automata Online with JavaScripthttps://www.heatonresearch.com/2018/12/26/youtube-2018-12-26-mergelife-timelapse.html2018-12-26T18:00:00.000Z2023-10-19T19:26:10.265Z<p>This video shows how a MergeLife rule can be evolved in time-lapse. This is nearly 12 hours of MergeLife runtime compressed to just a fwHappy Holidays from Jeff Heaton and Familyhttps://www.heatonresearch.com/2018/12/20/youtube-2018-12-20-happy-holidays.html2018-12-20T18:00:00.000Z2023-10-19T19:26:10.265Z<p>Happy Holidays from the Heaton Family. This video recaps 2018.</p>
<iframe width="560" height="315" src="https://www.youtube.com/embed/5Data Science in 4 Minutes: Quick High Level Overviewhttps://www.heatonresearch.com/2018/12/17/youtube-2018-12-07-ds_4_min.html2018-12-17T18:00:00.000Z2023-10-19T19:26:10.265Z<p>This is a video that I did for YouTube where I present a high level overview of data science in under 4 minutes. I begin by explaining tMergeLife Rules from Reddithttps://www.heatonresearch.com/2018/12/15/mergelife_reddit.html2018-12-15T18:00:00.000Z2023-10-19T19:26:10.263Z<p>I recently introduced <a href="http://www.heatonresearch.com/mergelife/">MergeLife</a> to the <a href="https://www.reddit.com/r/cellular_An Overview of MergeLife Cellular Automata Ruleshttps://www.heatonresearch.com/2018/12/10/youtube-2018-12-10-mergelife-rules.html2018-12-10T18:00:00.000Z2023-10-19T19:26:10.265Z<p>This video presents an overview of the MergeLife rules. MergeLife is a cellular automation that I created tha evolves entire families ofNova Southeastern: Getting a PhD in my 40s from a Distance Program - Computer Sciencehttps://www.heatonresearch.com/2018/12/01/youtube-2018-12-01-nsu-cs-phd.html2018-12-01T18:00:00.000Z2023-10-19T19:26:10.264Z<p>This video presents an overview of how I obtained a Ph.D. in computer science from Nova Southeastern University. </p>
<iframe width="560My New YouTube Trailer (Nov 2018)https://www.heatonresearch.com/2018/11/24/youtube-2018-11-24-youtube-trailer.html2018-11-24T18:00:00.000Z2023-10-19T19:26:10.264Z<p>This is my new YouTube trailer. </p>
<iframe width="560" height="315" src="https://www.youtube.com/embed/Vvj6a5ewkpE" frameborder="0" allMy Deep Learning Class YouTube Trailer (Nov 2018)https://www.heatonresearch.com/2018/11/18/youtube-2018-11-18-class-trailer.html2018-11-18T18:00:00.000Z2023-10-19T19:26:10.264Z<p>This is my new YouTube trailer for my class. </p>
<iframe width="560" height="315" src="https://www.youtube.com/embed/EQ38k6z2aks" framebHigh Speed Defeat of Stratego iPhonehttps://www.heatonresearch.com/2018/10/26/youtube-2018-10-26-stratego.html2018-10-26T17:00:00.000Z2023-10-19T19:26:10.264Z<p>This is my new YouTube trailer for my class. </p>
<iframe width="560" height="315" src="https://www.youtube.com/embed/N5RB7-rpqfg" framebJNA with Maven Quickstarthttps://www.heatonresearch.com/2018/10/02/jna-quickstart.html2018-10-02T17:00:00.000Z2023-10-19T19:26:10.262Z<p><a href="https://en.wikipedia.org/wiki/Java_Native_Access">Java Native Access</a> (JNA) and <a href="https://en.wikipedia.org/wiki/Java_NInstalling TensorFlowhttps://www.heatonresearch.com/2018/09/13/install_tf_2018.html2018-09-13T17:00:00.000Z2023-10-19T19:26:10.262Z<h1 id="Session-11-TensorFlow-Workshop"><a href="#Session-11-TensorFlow-Workshop" class="headerlink" title="Session 11: TensorFlow Workshop"Docker Image for TensorFlow/Kerashttps://www.heatonresearch.com/2018/09/03/youtube-2018-09-03-docker.html2018-09-03T17:00:00.000Z2023-10-19T19:26:10.264Z<p>How to setup docker image for Keras/TensorFlow. </p>
<iframe width="560" height="315" src="https://www.youtube.com/embed/_Lo-5SZDDEc" fraIntroducing the MergeLife Cellular Automationhttps://www.heatonresearch.com/2018/08/27/mergelife_intro.html2018-08-27T17:00:00.000Z2023-10-19T19:26:10.263Z<p><img src="https://raw.githubusercontent.com/jeffheaton/mergelife/master/img/mergelife-1.png" alt="MergeLife"></p>
<p>I published a paper Care and Feeding of a Python Environmenthttps://www.heatonresearch.com/2018/01/01/python-care-feeding.html2018-01-01T18:00:00.000Z2023-10-19T19:26:10.263Z<p>This is a blog post that I continue to update that discusses how I setup a Python Anaconda environment. As these<br>processes change, anAWS EC2 Data Science: My Jupyter Workspaces for GPUhttps://www.heatonresearch.com/2017/11/30/aws-data-science-gpu.html2017-11-30T18:00:00.000Z2023-10-19T19:26:10.260Z<p>This blog post describes how I created a GPU Jupyterhub instance to use with Tensorflow in AWS. The instance created from these instructAWS EC2 Data Science: My Jupyter Workspaces for Docker CPU Onlyhttps://www.heatonresearch.com/2017/11/25/aws-data-science-cpu.html2017-11-25T18:00:00.000Z2023-10-19T19:26:10.260Z<p>This blog post describes how I created a CPU-only Jupyterhub instance to be run from Docker in AWS. The instance created from these inst