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Machine Learning with Coffee is a podcast where we are going to be sharing ideas about Machine Learning and related areas such as: artificial intelligence, business intelligence, business analytics, data mining and Big data. The objective is to promote a healthy discussion on the current state of this fascinating world of Machine Learning. We will be sharing our experience, sharing tricks, talking about latest developments and interviewing experts, all these on a very laid back, friendly man ...
 
A doctor, an architect, an engineer, and a geologist step into a space car. In their new invention, they set off on an expediton to Mercury, planning to visit Venus on the return voyage. On Mercury they find a strange city eerily abandoned. Sculptures of giant figures alarm them. In a building they discover a machine. The engineer gets it running, and blaring out of the machine a thundering voice speaking Mercurian begins to sound in a way that conveys to them that it is telling a story. Aft ...
 
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Anomaly detection is not something recent, techniques have been around for decades. Control charts are graphs with solid mathematical and statistical foundations which monitor how a process changes over time. They implement control limits which automatically flag anomalies in a process in real-time. Depending on the problem at hand, control charts …
 
Adaboost is one of the classic machine learning algorithms. Just like Random Forest and XGBoost, Adaboost belongs to the ensemble models, in other words, it aggregates the results of simpler classifiers to make robust predictions. The main different of Adaboost is that it is an adaptive algorithm, which means that it learns from the misclassified i…
 
Listen to the episode here: https://windmachinepodcast.files.wordpress.com/2020/08/episode-65-2010-orbs-violins-and-underwear-theyre-blue.mp3 WE’RE BACK!!! And we missed you! In this episode, we chat about Oslo, the three hosts, the postcards, the controversies, the fashion at Eurovision 2010 plus the winner of the Barbara Dex Award, the interval a…
 
XGBoost is an open-source software library which has won several Machine Learning competitions in Kaggle. It is based on the principles of gradient boosting, which is based on the ideas of the Leo Breiman, the creator of Random Forest. The theory behind gradient boosting was later formalized by Jerome H. Friedman. Gradient boosting combines weak le…
 
Random Forest is one of the best out-of-the-shelf algorithms. In this episode we try to understand the intuition behind the Random Forest and how it tries to leverage the capabilities of Decision Trees by aggregating them using a very smart trick called “bagging”. Variable Importance and out-of-bag error are two of the nice capabilities of Random F…
 
Listen to the episode here: https://windmachinepodcast.files.wordpress.com/2020/06/episode-64-2011-slapstick-a-welcome-return-and-drunken-karaoke.mp3 In this episode, we chat about Dusseldorf, the three hosts, the postcards, the controversies, the fashion at Eurovision 2011 plus the winner of the Barbara Dex Award, the interval acts, European and A…
 
We talk about Decision Trees as one of the most basic statistical learning algorithms out there that all Data Scientist should know. Decision Trees are one of a few machine learning models which are easy to interpret which makes them a favorite when it is desired to understand the logic behind a certain decision. Decision Trees naturally handle all…
 
We talk about the importance of inferential statistics in Data Science. Inferential statistics are a set of techniques used to make generalizations about a population from a sample. One of the tools used in inferential statistics is hypothesis testing. In this episode we provide a couple of examples on when and why to use 1-sample t-tests and 2-sam…
 
My Dream Achievement this year is to record the audiobook for Mally the Maker and the Queen in the Quilt. To make this dream a reality, I've decided to share one chapter a week for the next few months. Enjoy Chapter 2 in this podcast! Jump straight to Mally the Maker at time: 32:43 Learn more about Mally the Maker here: https://mallythemaker.com/ M…
 
Logistic regression is a very robust machine learning technique which can be used in three modes: binary, multinomial and ordinal. We talk about assumptions and some misconceptions. For example, people believe that because logistic regression fits only a linear separator in the expanded dimensional space it wouldn’t be able to fit a complex boundar…
 
Listen to the episode here: https://windmachinepodcast.files.wordpress.com/2020/04/episode-63-2005-a-thousand-drums-drumming-a-random-wind-chime-and-our-number-one.mp3 In this episode, we chat about Kyiv, the two hosts, the postcards, the controversies, the fashion at Eurovision 2005 plus the winner of the Barbara Dex Award, the interval acts, Euro…
 
My Dream Achievement this year is to record the audiobook for Mally the Maker and the Queen in the Quilt. To make this dream a reality, I've decided to share one chapter a week for the next few months. Enjoy Chapter 2 in this podcast! Jump straight to the topic at time: 13:04 Learn more about Mally the Maker here: https://mallythemaker.com/ Make yo…
 
In this episode I will try to convince you that Linear Regression is one of the most powerful Machine Learning algorithms. We will talk about common misconceptions, especially that Linear Regression is not able to model non-linear relationships. We also discuss how the myth of normality encourages many people to completely discard Linear Regression…
 
My Dream Achievement this year is to record the audiobook for Mally the Maker and the Queen in the Quilt. To make this dream a reality, I've decided to share one chapter a week for the next few months. Enjoy Chapter 1 in this podcast! Jump straight to the topic at time: 23:47 Learn more about Mally the Maker here: https://mallythemaker.com/ Find th…
 
We talk about how Data Science and Machine Learning can help us better understand COVID-19 challenges. In this episode, we go back to the Kaggle website where different institutions, including the White House, have come together to try to analyze more than 45,000 published articles. The task is about answering 10 different questions which will help…
 
Kids are out of school and parents are working from home, but HOW do we get our work done? Learn my top 10 tips for working from home with kids in the house! Jump straight to the topic at time: 31:52 Find the free mask pattern and video tutorial: https://leahday.com/Mask New Mini Block Monday Pattern - https://freemotionproject.com/2020/03/piecing-…
 
Listen to the episode here: https://windmachinepodcast.files.wordpress.com/2020/03/episode-62-2006.mp3 Before we get to the main bit, we’re absolutely devastated that Eurovision 2020 is cancelled for May in Rotterdam. While we kinda knew that this contest was in danger, it’s still a shock anyway. We’ll be business as usual here at WMP but please su…
 
This week I'm reading The Crisis by Thomas Paine, an article originally published in 1776. I found strength from this during the past week of the Cronovirus crisis. Jump ahead to time 38:48 to get straight to The Crisis. The Dream Big Quilt Along has kicked off and you can find the first post here: https://freemotionproject.com/2020/03/kicking-off-…
 
Just a warning - if you listen to this podcast you're really missing out on the weirdness. I tried shooting half the video in 360 and half with a regular camera and the results were... interesting! LOL! Check out the video here: https://youtu.be/359oFl3E7AM The podcast is super short this week because I'm focusing on the Dream Big Quilt Along and c…
 
We continue exploring publicly available datasets to better understand Machine Learning use cases and its applications. This time we explore Kaggle which is the world’s largest data science community. Unlike UCI ML repository, which is more of an archive and geared towards an academic community, Kaggle has datasets that capture the latest trends in…
 
When you say Yes to everything, you are really saying No to the projects and quilts that take more time and are harder to create. Instead, say NO to the easy, unimportant projects you don't want to finish so you can say YES to your best! My little hoop quilt is the land of Quilst from Mally the Maker. Learn more about Mally and go on an adventure w…
 
Flexibility is key! This week I've had many reminders of how important it is to go with the flow and allow things to change in order to keep projects moving forward. The Dream Big Quilt Along, yep, it's going to be an official Quilt Along is going to begin March 13th and will focus on Ruler Quilting! Pick up your panel so you're ready to get starte…
 
We explore the different areas of application of Machine Learning and talk about use cases which range from biology, finance and health care. We make use of the UCI Machine Learning Repository to learn about the most famous datasets in the data science community, discussing the problem they are trying to solve, the response or target they are tryin…
 
Please stop putting off making the quilts and projects you've most wanted to create! It may be difficult, but it's definitely easier than trying to create when your sewing space has been destroyed! Just in case you missed last week's podcast and tour of my recently flooded basement - https://freemotionproject.com/2020/02/epic-flooding-disaster-podc…
 
The definition of Machine Learning and other related areas such as: artificial intelligence, business analytics, business intelligence and Big Data, is provided. These are not academic definitions extracted from books, these are real world concepts as I see them. We discuss similarities, differences and overlap between all these, sometimes confusin…
 
Yep, just a month after sharing my studio tour, our basement flooded. See a full tour of the basement and how much things have changed since the water rushed in. Please help support us during this time! Any order you place on our website helps us: https://leahday.com/shop Check out the Dream Big Panel right here: https://leahday.com/products/dream-…
 
I'm stitching myself out of jail this week as I reach my stopping point on the double wedding ring quilt and put it away for a LONG time! Links to everything mentioned in this podcast: Check out the Dream Big Panel right here: https://leahday.com/products/dream-big-poppy-panel Updated Quilt Gallery! https://leahday.com/Gallery Updated Longarm Quilt…
 
In this episode I talk about my personal journey, how I became a Data Scientist. I start by talking about how I decided to go to college, what major to choose, how I chose my master’s degree. I talk about my time studying a PhD in Engineering and the most useful classes I took related to machine learning and data science. Finally, I briefly talk ab…
 
Listen to the episode here: https://windmachinepodcast.files.wordpress.com/2020/02/episode-61-2012-mouse-clicking-flames-and-the-beginning-of-a-new-era.mp3 In this episode, we chat about Baku, the three hosts, the postcards (and SUPER POSTCARDS), the controversies, the fashion at Eurovision 2012 plus the winner of the Barbara Dex Award, the interva…
 
I'm keeping it simple this week and sharing the podcast as I prepare backing fabric and a Dream Big panel for quilting videos. I'm also sharing my thoughts on finishing the quilting on a big memory quilt very quickly. Jump to this time stamp to get straight to the show: 24:56 * Sorry for the messed up audio. New mic decided to become a bad mic! Che…
 
Are you in limbo? This is a time of waiting with no idea when the waiting will end, or if things will work out the way you want. Hear how I'm wrapping my brain around my limbo time and choosing to be satisfied and content with what I have. Jump to this time stamp to get straight to the show: 25:55 Check out Mini Block Monday: https://leahday.com/mi…
 
I'm pulling out my crystal ball and sharing my predictions for how quilting and sewing will change in the next 10 years! What can we look forward to from 2020 to 2030? Jump to this time stamp to get straight to the topic: 13:03 Check out the videos I mentioned in this podcast: Mini Block Monday: https://leahday.com/mini How to Quilt Electric Pulse:…
 
I figure it's high time I share a new studio tour! A lot has changed since my last tour, including adding the Crafty Cottage to my yard and two longarms in the house. Check out our first Mini Block Monday here: https://freemotionproject.com/2020/01/piece-a-churn-dash-block-mini-block-monday-1.html Find the Qnique and Hoop Frame Combo here: https://…
 
Happy New Year 2020! In this podcast episode I'm sharing my new word of the year - Light - and how I'm focusing on the light, the joy, the glimmer of happiness in everything I do. I read from the book Leah Day's Goddess Quilts in this episode. Find a copy of this book here: https://leahday.com/products/leah-days-goddess-quilts-print-edition Find th…
 
Listen to the episode here: https://windmachinepodcast.files.wordpress.com/2019/12/episode-60-2018-robberies-tarts-and-a-homeward-bound-pikachu.mp3 In this episode, we chat about Lisbon, the four hosts, the postcards, the controversies, the fashion at Eurovision 2018 plus the winner of the Barbara Dex Award, the interval acts, European and Australi…
 
This is a sad podcast about my Mother-in-Law, Ellen, who passed away Thanksgiving Day. I share about Ellen and the memory quilt I'm making with her clothing and what I've learned from this loss. Here are the steps I'm taking on her memory quilt: 1. Cutting up the shirts and ripping out dart seams to create flat pieces of fabric. 2. Stabilizing the …
 
It's time to design your own goddess quilt! I'm celebrating the launch of my new book, Leah Day's Goddess Quilts, and diving into goddess quilt design in this episode. Read more here: https://freemotionproject.com/2019/11/how-to-design-your-own-goddess-quilt.html Jump ahead to 5:00 to get straight to designing a Goddess Quilt! Leah Day's Goddess Qu…
 
Listen to the episode here: https://windmachinepodcast.files.wordpress.com/2019/11/episode-59-2013-queen-petra-bare-feet-and-eric-saades-toilet-humour.mp3 In this episode, we chat about Malmo, Petra Mede doing enough hosting of four people, the postcards, the controversies, the fashion at Eurovision 2013 plus the winner of the Barbara Dex Award, th…
 
This week I'm debating which is better: awesome experiences or the stuff we collect as crafty people? I share my experience going on a hot air balloon ride as I tidy up the craft room that is always getting messy! https://freemotionproject.com/2019/11/experiences-vs-stuff-hot-air-balloon-ride-and-tidying-again.html You have one more week to sign up…
 
In this episode #120 of the Hello My Quilting Friends Podcast, I'm chatting about the messy middle and working through the messy middle as I paint a pair of shoes that aren't turning out the way I want! Thank you all for your kindness and support this past week. I really appreciate it. If you'd like to find out last episode, check it out here: http…
 
I've been working through a hard time and reflecting today on how important my craft is to my life. Quilting has helped me stitch myself back together again, through grief and back to gratitude. I'm sharing a lot of good news, a lot of bad news and the joy of hand quilting at Hart Square once again. Sign up for Leah Day's Goddess Quilts preorder he…
 
I was thinking about quilting and skill building this week and thought of a fun topic - what are the pros and cons of piecing with precuts? So that is the topic for today's podcast! Read more here: https://freemotionproject.com/2019/10/pros-and-cons-of-making-quilts-from-precuts.html Jump to this time stamp to get straight to the show: 27:19 Help s…
 
Listen to the episode here: https://windmachinepodcast.files.wordpress.com/2019/10/episode-58-2001-danish-pride-a-couple-of-couplets-and-an-aruban-import.mp3 In this episode, we chat about Copenhagen, the two hosts of 2001, the postcards, the controversies, the fashion at Eurovision 2001 plus the winner of the Barbara Dex Award, the interval act, E…
 
This week I'm chatting about Dream Achievements and pursuing the crazy, big, overwhelming, scary project you've wanted to make for years. This month I'm scratching two major Dream Achievements off my list: publishing the book Leah Day's Goddess Quilts and making a Double Wedding Ring Quilt! Jump straight to the show by skipping to time stamp: 34:13…
 
Learn how to estimate the amount of time your next quilt will take to create based on how it's constructed, the type of fabric you use, the skills you're learning, and how you plan to quilt it! Read more here: Jump ahead to get straight to the show at time: 9:34 Learn more about Mally the Maker here: https://mallythemaker.com/products/mally-the-mak…
 
Listen to the episode here: https://windmachinepodcast.files.wordpress.com/2019/09/episode-57-2015-our-guy-two-nul-points-and-more-than-one-hero.mp3 In this episode, we chat about Vienna, the four hosts of 2015, the postcards, the controversies, the fashion at Eurovision 2015 plus the winner of the Barbara Dex Award, the interval act, European and …
 
This week I'm sharing 10 steps to finishing your unfinished projects (UFOs) so you don't fill up your closets with quilt TOPS, but finished, cuddly, awesome quilts! Read more here: https://freemotionproject.com/2019/09/ten-steps-to-finishing-your-quilt-ufos.html Jump ahead to this time to get straight to the podcast topic: 31:29 Help support this p…
 
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