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Andreas Kretz

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Mavens of DataMavens of DataWhy You Need A Personal Brand in Data (w/ Kate Strachnyi & Andreas Kretz)Building a strong personal brand is your ticket to standing out from your competition in today’s difficult job market. During this episode, you’ll learn why and how you should build a personal brand to elevate your career. You’ll hear from some of the biggest names in data: Kate Strachnyi, Founder of DATAcated, and Andreas Kretz, Founder of Learn Data Engineering. Kate and Andreas will share their best strategies, tips, and actionable advice to put you on a path to building a successful brand that will accelerate your career.   What Yo...2024-12-1338 minData & AI TalksData & AI TalksEP 24: Mastering Data Engineering: Overcoming Everyday Challenges - Interview with Andreas Kretz In this episode, Andreas talks about the common challenges and struggles Data Engineers experience and how to overcome them. Watch This Next: https://youtu.be/iDLRgrylaY8&list=UULFiUaxACgJ1mCZsQP-oPwqvA&index=11 =========================== Connect with us! LinkedIn: ➡︎ https://www.linkedin.com/in/vincentspruit/===========================Follow Andreas Kretz:LinkedIn: ➡︎ https://www.linkedin.com/in/andreas-kretz/Learn Data Engineering Academy: ➡︎ https://learndataengineering.com/?utm_source=linkedin.com&utm_medium=ak_profile =========================== Subscribe and Listen to the Think Media Podcast HERE:📱 ➡︎YT: https://www.youtube.com/channel/UCiUaxACgJ1mCZsQP-oPwqvA?sub_confirmation=1 ➡︎Spotify: https://podcasters.spotify.com/pod/show/vincent-spruit-ai ➡︎Apple: https://podcasts.apple.com/ph/podcast/data-ai-talks/id1709667625 ...2024-05-0125 minLet\'s Talk AILet's Talk AI#38 - Data Engineering, Career, Mentor and Hands-On Learning with Andreas Kretz🎙️ Who is Andreas Kretz? Andreas Kretz is a Data Engineering expert and founder of LearnDataEngineering.com, where he teaches everything about becoming a Data Engineer or using Data Engineering in current jobs. With over 100,000 engineers and scientists in his network and a private engineering network of over 1000 students, Andreas is a mentor and recruiter for top Data Engineering talent. He has extensive experience in using tools like AWS, GCP, Apache Spark, and Apache Kafka, to name a few, to ingest, process, and store data for Data Scientists, Analysts, or customers to work with. 💡 In this...2023-09-061h 12Plumbers of Data SciencePlumbers of Data Science#90 Taylor McGrath - The Future of the Modern Data StackSuper happy to have Taylor with me on this stream. She is the VP of Data Labs at Rivery and therefore has a lot of experience with data platforms. We'll talk about the modern data stack and where it's going. I'm excited to hear her experience about the changes that are happening in the data space, and what that means for data engineers & data teams.2023-01-2547 minPlumbers of Data SciencePlumbers of Data Science#89 Piyush Sachdeva - Getting Into Google After Eight Rejections from Amazon!In this video I talk to Piyush who's an engineer at Google and has his own YouTube channel: "Tech Tutorials with Piyush". He's a really good guy and I love how he's dedicated to teaching engineering. We are talking about some awesome topics like:  Is Linkedin a must for getting a job? Tips for recording yourself  Cloud Engineering vs Data Engineering Which Cloud Platform should you choose right now? The amazing Google work culture explained Everybody should learn how to use Kubernetes How getting rejected over and over at Amazon got him into Google  The hiring process at Goo...2023-01-1644 minDATAcated On AirDATAcated On AirData Entrepreneurship Journey with Andreas Kretz & Kate StrachnyiAre you interested in starting your journey in data science? In this episode of the DATAcated on Air podcast, host Kate Strachnyi talks with Andreas Kretz, CEO & Chief Editor at Team Data Science. They discuss their experiences moving into the data science world and how they became experts in their field. Near the end, Andreas and Kate share what tools and programs they use to help their businesses. Listen to learn from their journeys and how they built their brands. You will want to hear this episode if you are interested in... Andreas and Kate’s pa...2022-04-301h 08Plumbers of Data SciencePlumbers of Data Science#88 - Wouter Trappers - How to Realize a Data Strategy Like a Pro!I have seen people doing that wrong a few times. Luckily Wouter Trappers who is helping companies as a professional can help. We talked about The steps you need to take from value proposition to dashboards. Wouter is really knowledgeable and it was super fun talking with him and hearing his approach.2022-04-1239 minPlumbers of Data SciencePlumbers of Data Science#87 - Dhruba Borthakur - From Hadoop to real time analyticsDhruba Borthakur is CTO at Rockset and a passionate Data Engineer. Before co-founding Rockset he played a big role in development of Hadoop HDFS at Yahoo as well as HBase and RocksDB at Facebook. His current project is the serverless Rockset platform where you can gain real time analytics insight into your data. I tried it out before our talk and really liked it.2022-04-121h 05Monday Morning Data ChatMonday Morning Data Chat#66 - Learn Data Engineering w/ Andreas KretzAndreas Kretz joins us to discuss how to learn data engineering in 2022. Andreas is a leader in the data engineering education space, constantly putting out excellent content and courses.   Streamed live on YouTube and LinkedIn. Andreas's Academy, LearnDataEngineering: https://learndataengineering.com/ #dataengineering #data #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by...2022-01-241h 03Monday Morning Data ChatMonday Morning Data Chat#42 - The Return of Andreas Kretz (Special Guest)Regular guest Andreas Kretz joins the Monday Morning Data Chat to talk about all things data engineering.  We also take listener Q&A from YouTube Live and LinkedIn Live. #data #dataengineering #datascience --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ter...2021-08-0256 minData Career Podcast: Helping You Land a Data Analyst Job FASTData Career Podcast: Helping You Land a Data Analyst Job FAST23: What is Data Engineering with Andreas KretzIn this episode, I talk with Andreas Kretz (https://www.linkedin.com/in/andreas-kretz/) who is an amazing resource for the data engineering community. He runs an incredibly affordable data engineering bootcamp called Learn Data Engineering (https://learndataengineering.com) and also has an extensive YouTube (https://www.youtube.com/channel/UCY8mzqqGwl5_bTpBY9qLMAA).  We talked about how Andreas got started with data engineering, why he like it so much, and how others can get started. I also share my story of interviewing with Facebook for a data engineering position.  Want to break into data sc...2021-07-121h 04DataTalks.ClubDataTalks.ClubBuild Your Own Data Pipeline - Andreas KretzWe talked about: Andreas’s background Why data engineering is becoming more popular Who to hire first – a data engineer or a data scientist? How can I, as a data scientist, learn to build pipelines? Don’t use too many tools What is a data pipeline and why do we need it? What is ingestion? Can just one person build a data pipeline? Approaches to building data pipelines for data scientists Processing frameworks Common setup for data pipelines — car price prediction Productionizing the model with the help of a data pipeline Scheduling Orchestration Start simple Learning DevOps to implemen...2021-07-021h 01Monday Morning Data ChatMonday Morning Data Chat#37 - Andreas Kretz (special guest)Andreas Kretz joins the Monday Morning Data Chat to talk about all things data engineering. We also take listener Q&A on LinkedIn Live and YouTube Live. --------------------------------- TERNARY DATA We are Matt and Joe, and we’re "recovering data scientists". Together, we run a data architecture company called Ternary Data. Ternary Data is not your typical data consultancy. Get no-nonsense, no BS data engineering strategy, coaching, and advice. Trusted by great companies, both huge and small. Ternary Data Site - https://ternarydata.com LinkedIn - https://www.linkedin.co...2021-06-2853 minPlumbers of Data SciencePlumbers of Data Science#86 The Ultimate Data Engineering IntroductionThe Podcast is back!!!! I promise I am going to keep it up to date this time ;) In this episode I talk about my newest Data Engineering course. I think it's the ultimate 1 hour 15 minutes introduction to Data Engineering.  There were also a ton of questions from the chat that I answered. Think you really enjoy this.2021-01-141h 14d:u Podcastd:u Podcast#11 Datenchefs #7 mit Andreas Kretz | Big Data Platform Team Lead Bosch Rexroth | Top Voice Data & Analytics 2018 & 2019In dieser Podcast-Episode spreche ich mit Andreas Kretz, welcher als LinkedIn Top Voice Data Science & Analytics 2018 & 2019 zu den bekanntesten deutschsprachigen Coaches und Influencern im Bereich Data Engineering gehört. Bevor wir auf alle damit zusammenhängenden Tätigkeiten eingehen, besprechen wir im ersten Teil noch seine Tätigkeit bei Bosch Rexroth.2020-04-2246 minThe Artists of Data ScienceThe Artists of Data ScienceHow to become a data engineer | Andreas KretzOne of LinkedIn's Top Voices in Data Science and Analytics for two years in a row (2018 and 2019) stops by the show to talk about his journey into data engineering, why you dozens of data science certificates are meaningless, and how you can become a data engineer!Join the FREE open Slack mastermind community where I'll answer questions and keep you posted on bi-weekly office hours: https://bit.ly/artistsofdatascienceFollow the show in Twitter: @ArtistsOfData, on IG: @TheArtistsOfDataScience, on FB: facebook.com/TheArtistsOfDataScience, and on LinkedIn![02:20] The introduction for our guest today[04:16] Andreas talks to us...2020-04-0825 minPlumbers of Data SciencePlumbers of Data Science#085 Big Data and Data Science Landscape plus trying to read Tweets with NifiWe are looking into the network communication protocol map. I first saw this like 10 years ago and its awesome.  Then we check out the Big Data and Data Science Landscape image. It shows you all the tools available to do data science, machine learning and data engineering. Which is very helpful if you are researching for tools to use.  Before using the Twitter API you got to create a developer account. So, I show you how I created one. After that I tried to get Nifi to download Tweets but it is not working. ...2019-05-2943 minPlumbers of Data SciencePlumbers of Data Science#084 Behind the scenes: Audio podcast, free transcriptions and GitHubToday's podcast is a bit of a behind the scenes.  What it takes to do a audio podcast. How you can get audio to text transcriptions for free.  .Also Github questions on how to work with branches on the Cookbook2019-05-2751 minPlumbers of Data SciencePlumbers of Data Science#083 Data Engineering at OLX Case StudyToday a case study about OLX with a guest it was super fun! Here are the slides Alexeyand I talked about: https://www.slideshare.net/mobile/AlexeyGrigorev/image-models-infrastructure-at-olx2019-05-271h 10Plumbers of Data SciencePlumbers of Data Science#082 Reading Tweets With Apache Nifi & IaaS vs PaaS vs SaaSIn this episode we install the Nifi docker container and look into how we can extract the twitter data. We are also talking about the differences between infrastructure as a service, platform as a service and application as a service.2019-05-271h 19Plumbers of Data SciencePlumbers of Data Science#081 How to get tweets from the Twitter APIIn this episode we look into the Twitter API documentation, which I love by the way. How can we get old tweets for a certain hashtags and how to get current live tweets for these hashtags.2019-05-271h 09Plumbers of Data SciencePlumbers of Data Science#080 How To Find A Job In Germany & Answering MailsTips on how you find a job in Germany and two super interesting mails.2019-05-2754 minPlumbers of Data SciencePlumbers of Data Science#079 Trying to stay true to myself and making the cookbook public on GitHubThe cookbook my Youtube, it will be for free, forever! Check out the data engineering cookbook on GitHub: https://github.com/andkret/Cookbook2019-05-2724 minPlumbers of Data SciencePlumbers of Data Science#078 Cookbook collaboration and updatesUpdates of the cookbook and how to collaborate on it2019-05-2731 minPlumbers of Data SciencePlumbers of Data Science#077 Lambda and Kappa ArchitectureIn this episode we talk about the lambda architecture with stream and batch processing as well as a alternative the Kappa Architecture that consists only of streaming. Also Data engineer vs data scientist and we discuss Andrew Ng's AI Transformation Playbook2019-05-271h 22Plumbers of Data SciencePlumbers of Data Science#076 Cloud vs On Premise How To DecideHow do you choose between Cloud vs On-Premise, pros and cons and what you have to think about. Because there are good reasons to not go cloud. Also thoughts on how to choose between the cloud providers by just comparing instance prices. Otherwise the comparison will drive you insane.2019-05-271h 15Plumbers of Data SciencePlumbers of Data Science#075 Creating the Course Structure For My Data Engineering CourseIn this episode we go over the ideas I have for the data engineering course structure. It was your chance for you to influence what we put in there.2019-05-2753 minPlumbers of Data SciencePlumbers of Data Science#074 Starting My Data Engineering Online CourseIn this video we go over some of the 100+ comments I received on LinkedIn about a data engineering training. 2019-05-271h 01Plumbers of Data SciencePlumbers of Data Science#073 Data Engineering At LinkedIn Case StudyLet's check out how LinkedIn is processing data2019-05-271h 12Plumbers of Data SciencePlumbers of Data Science#072 Data Engineering At Twitter Case StudyHow is Twitter doing Data Engineering? Oh man, they have a lot of cool things to share these tweets. 2019-05-2756 minPlumbers of Data SciencePlumbers of Data Science#071 Data Engineering At Spotify Case StudyIn this episode we are looking at the data engineering at Spotify, my favorite music streaming service. How do they process all that data?2019-05-2743 minPlumbers of Data SciencePlumbers of Data Science#070 The Engineering Culture At SpotifyIn this podcast we look at the engineering culture at Spotify, my favorite music streaming service.  The process behind the development of Spotify is really awesome.2019-05-2754 minPlumbers of Data SciencePlumbers of Data Science#069 Data Engineering At Pinterest Case StudyA look into how Pinterest is doing data engineering.2019-05-271h 06Plumbers of Data SciencePlumbers of Data Science#068 A Budget Data Science PC BuildConfiguring a sub 1000 dollar PC for data engineering and machine learning Link to the builds: 900$ build: https://pcpartpicker.com/list/22ThcY 1500$ build: https://pcpartpicker.com/list/hXJdV62019-05-2721 minPlumbers of Data SciencePlumbers of Data Science#067 Data Engineering At NASA Case StudyA look into how NASA is doing data engineering.2019-05-271h 01Plumbers of Data SciencePlumbers of Data Science#066 How To Do Data Science From A Data Engineers PerspectiveA simple introduction how to do data science in the context of the internet of things. 2019-05-2731 minPlumbers of Data SciencePlumbers of Data Science#065 Data Engineering At CERN Case StudyA look into how CERN is doing Data Engineering. They get huge amounts of data from the Large Hydron Colider. Let's check it out.2019-05-271h 16Plumbers of Data SciencePlumbers of Data Science#064 Data Engineering At Booking.com Case StudyA look into how booking.com is doing data engineering.2019-05-2759 minPlumbers of Data SciencePlumbers of Data Science#063 Data Engineering At Airbnb Case StudyA look into how Airbnb is doing Data Engineering.2019-05-271h 02Plumbers of Data SciencePlumbers of Data Science#062 Data Engineering At Netflix Case StudyHow Netflix is doing Data Engineering using their Keystone platform2019-05-2749 minPlumbers of Data SciencePlumbers of Data Science#061 Reworking My Cookbook For Data EngineeringI decided to rework the cookbook focusing more on case studies and less on explaining tools. People keep asking me for a path to become a data engineer and, let's be honest, you will never achieve that with just knowledge of the tools. Finding out how companies do data engineering on their data science platforms is way more useful. Over the next weeks we will go over each study on my YouTube channel. The stuff we talk about will then go into the cookbook too.2019-05-2716 minPlumbers of Data SciencePlumbers of Data Science#060 What Is Hadoop And Is Hadoop Still Relevant In 2019?A Introduction into Hadoop HDFS, YARN and MapReduce.  Yes, Hadoop is still relevant in 2019 even if you look into serverless tools. 2019-05-2724 minPlumbers of Data SciencePlumbers of Data Science#059 A Look Into The Siemens Mindsphere IoT Platform? | #059The Internet of things is a huge deal. There are many platforms available. But, which one is actually good? Join me on a 50 minute dive into the Siemens Mindsphere online documentation.  I have to say I was super unimpressed by what I found.  Many limitations, unclear architecture and no pricing available?  Not good!2019-05-2753 minPlumbers of Data SciencePlumbers of Data Science#058 Guitars And Data Live StreamA stream full of mediocre guitar playing and great Q&A about Hadoop. 2019-05-271h 36Plumbers of Data SciencePlumbers of Data Science#057 Introducing The Plumbers Medium PublicationI have created a Medium Publication especially for us Plumbers of Data Science who work in Data Engineering and Big Data. It's called, you guessed it, Plumbers of Data Science.2019-05-2712 minPlumbers of Data SciencePlumbers of Data Science#056 NoSQL Key Value Stores Explained With HBaseWhat is the difference between SQL and NoSQL? In this episode I show you on the example of HBase how a key/value store works. 2019-05-2758 minPlumbers of Data SciencePlumbers of Data Science#055 Data Warehouse vs Data LakeOn this podcast I talk about data warehouses and data lakes. When do people use which? What are the pros and cons of both? Architecture examples for both and does it make sense to completely move to a data lake?2019-05-2734 minPlumbers of Data SciencePlumbers of Data Science#054 How to Market Yourself in 2019 Student or ProfessionalIn this episode I talk about how you can gain a competitive edge on the job market. It's super simple, you can and should start with it TODAY by putting yourself out there. 2019-05-2742 minPlumbers of Data SciencePlumbers of Data Science#053 The Data Science Depression Is Coming? What You Can DoThe Data Science Hype is still strong. Where's the industry going, towards a cliff? Here's what can you do?2019-05-2741 minPlumbers of Data SciencePlumbers of Data Science#052 Data Engineering Cookbook Live StreamIn this episode I show you the first version of my data engineering cookbook.2019-05-2755 minPlumbers of Data SciencePlumbers of Data Science#051 Five Books To Buy As A Data Engineer & My Book Buying StrategyGetting a book and reading it cover to cover is useless. In this episode I show you my strategy of buying books complimentary to your work. And 5 great books I read over the years that helped me get where I am now.2019-05-2712 minPlumbers of Data SciencePlumbers of Data Science#050 Data Engineer Scientist or Analyst Which One Is For You?In this podcast we talk about the differences between data scientists, analysts and engineers. Which are the three main data science jobs. All three super important.2019-05-2705 minPlumbers of Data SciencePlumbers of Data Science#049 I Found A REAL Use For Blockchain, At Least I thought SoAfter all the BS solutions using Blockchain I thought I finally found one that makes sense. Of all the possibilities it's the EU data protection law GDPR. Well, one problem I overlooked in this podcast is, that it is impossible to delete data after it is in the chain. That's however a rule for GDPR. So, I was wrong. Again :D 2019-05-2710 minPlumbers of Data SciencePlumbers of Data Science#048 From Wannabe Data Scientist To Engineer My JourneyIn this episode Kate Strachnyi interviews me for her humans of data science podcast. We talk about how I found out that I am more into the engineering part of data science. 2019-05-2712 minPlumbers of Data SciencePlumbers of Data Science#047 The Truth About Data Science Salary For GraduatesIn this episode I show you how much data science graduates are actually payed in Germany. All over the internet you can find that Data Science salary is over 100k Dollars. Data Engineer or Data Scientist. It's way lower then that. Then I give you a few really good tips on how to choose the right company to work for. Huge corporation, startup or small company? Here's how to choose.2019-05-2716 minPlumbers of Data SciencePlumbers of Data Science#046 How To Use GitHub for LaTeX Version ControlIn this podcast I am showing you how I use GitHub to write my Data Engineering Cookbook with LaTex.2019-05-2705 minPlumbers of Data SciencePlumbers of Data Science#045 Why I Use LaTeX to Write Professionally And You Should TooWhat is the best editing tool to write a thesis, a dissertation or a paper? NOT Word or Pages! It's LaTeX. In today's video I show you why I decided to use LaTeX to write my data engineering cookbook. I used it before for my diploma thesis and I am in love again :) Here's the link to the cheatsheet: https://wch.github.io/latexsheet/latexsheet.pdf Check out my Patreon for the Data Engineering Cookbook: http://bit.ly/PatreonAndreasKretz Music: "Day One" by Declan DP https://soundcloud.com/declandp Attribution 3.0 Unported https://creativecommons.org/licenses/by/3.0/2018-12-0712 minPlumbers of Data SciencePlumbers of Data Science#044 How to Increase Your Chances for Internships or a Full-time JobYou have certifications or a university degree, but can't find a job? Sharing your ideas and knowledge will increase your chances! Here's how you can do that. Music: "Day One" by Declan DP https://soundcloud.com/declandp Attribution 3.0 Unported https://creativecommons.org/licenses/by/3.0/2018-11-2711 minPlumbers of Data SciencePlumbers of Data Science#041 Agile Development Is Important But Please Don't Do ScrumI love agile development. People keep telling you to do Scrum, like it's the only and best choice to be agile. It's not. Here's my take on scrum and my four main beefs with it. Watch out for these issues if you are doing scrum.2018-10-1818 minPlumbers of Data SciencePlumbers of Data Science#040 Huge Big Data News! Cloudera and Hortonworks MergeSo, Cloudera and Hortonworks merge... In today's Plumbers of Data Science Podcast I talk about what these, big data vendors do. How they enable companies, admins and developers to do data science and many more things. If you are interested in the whole hadoop ecosystem you need to check out this episode. You won't regret it ;)2018-10-0923 minPlumbers of Data SciencePlumbers of Data Science#039 Is ETL Dead For Data Science and Big Data?Is ETL dead in Data Science and Big Data? In today's podcast I share with you my views on your questions regarding ETL (extract, transform, load). Data Lakes & Data Warehouse where is the difference? Is ETL still practiced or did pre processing & cleansing replace it What would replace ETL in Data Engineering? How to become a data engineer? (check out my facebook note) How to get experience training at home? Real time analytics with RDBMS or HDFS?2018-10-0328 minPlumbers of Data SciencePlumbers of Data Science#38 Morning advice to beginner Data Scientists and Data EngineersWhat's the difference between Data Scientists & Data Analysts? What to do to find internships or a full time job? Data Scientist and Engineer in large and small companies where's the difference? Are Data Engineers generalists or specialists? Just some questions I go over in this podcast. You sent me over 100 Questions so, I finally worked up the guts to start with the Q&A videos. Answering your questions one by one. Turns out it's a lot of fun :)2018-09-2737 minPlumbers of Data SciencePlumbers of Data Science#037 How To Boost Teamwork With Version ControlWithout the proper tools and techniques of version control the team's efficiency goes down the drain. In this episode I talk about how tools like Jira enable you to collect bugs, future features or change requests. How they enable you to create and organize versions, add items to a version and assign items to developers. Once this is done, the team can efficiently start coding with the help of source code management systems like GitHub. How does all that work? Check out this episode to find out :)2018-09-1217 minPlumbers of Data SciencePlumbers of Data Science#036 Why Distributed Processing Is Super ImportantYou need to become comfortable with distributed processing. Data Science or the Internet of Things, the amount of data that is getting produced and processed grows like crazy. In this podcast I talk about how a platform for distributed processing looks like. I talk about the different layers that need parallelization, as well as the tools you can use for on premise installations or clouds like AWS, Azure or Google Cloud. Big Data tools like Kafka, Spark or server less like Kinesis or Lambda functions.2018-09-1022 minPlumbers of Data SciencePlumbers of Data Science#035 Learning By Doing Is The Best Thing Ever!For me, school and university was hard. The lectures, sitting down and getting told how things work. Reading books and learning dry stuff was a drag. I was never good at writing tests. Some people excel at this. I was often envious. Over the years I found out what my problem is. I learn differently. I am a learning by doing guy. What does that means and how am I dealing with it? Check out this episode. Maybe you have the same problem.2018-09-0611 minPlumbers of Data SciencePlumbers of Data Science#034 Talent Stacks For Data EngineersBecoming an expert in single skill is not the way to go for a data engineer. In this episode I talk about which talents go good together in terms of technical and personal ones. So, that you build up a stack of knowledge that will make you a great data engineer.2018-09-0422 minPlumbers of Data SciencePlumbers of Data Science#033 How APIs Rule The WorldStrong APIs make a good platform. In this episode I talk about why you need APIs and why Twitter is a great example. Especially JSON APIs are my personal favorite. Because JSON is also important in the Big Data world, for instance in log analytics. How? Check out this episode!2018-09-0336 minPlumbers of Data SciencePlumbers of Data Science#032 How to Design Security Zones and Lambda ArchitectureSecurity is everything! That's why today, I took some time to give you some tips about how to make a good design. The Lambda Architecture with stream and batch processing is one of the cornerstones for Big Data and Data Science. How does that fit into a security zone design? Check out this episode :)2018-08-3017 minPlumbers of Data SciencePlumbers of Data Science#031 IT Networking Infrastructure and LinuxThe understanding of how information is transported over the network is super important. OS wise you will mostly encounter Linux so here are some important Linux basics you need to know. Firewalls, Ports, IP-Adresses, Routers and Switches, only a few things I talk about in this podcast. Networking infrastructure also matters for Big Data systems like Hadoop, Kafka and Spark.2018-08-2932 minPlumbers of Data SciencePlumbers of Data Science#030 Why the hardware and the GPU is super importantKnowing the hardware is super important for a data engineer. Even if you are using cloud servers. CPU, RAM, GPU, HDD, SSD... Especially the GPU is a great help to Data Scientists who are doing machine learning.2018-08-2819 minPlumbers of Data SciencePlumbers of Data Science#029 A New MissionI am bringing the Podcast back! Lets call it season 2. New name, new mission: Helping you become a data engineer. Daily podcast, recorded in my car or my office, getting you up to speed ASAP.2018-08-2705 minPlumbers of Data SciencePlumbers of Data Science4 Vs Of Big Data Are Enough!8 V's, 10 V's, 12 V's . The best way to explain Big Data is to use the four V's: Volume, Velocity, Variety and Veracity. In this podcast episode I talk about why nobody needs 10 or more V's of big data. And how Big Data is almost a must have, to do data science and especially machine learning. The music in this episode is the song The Quiet Earth by Thomas Barrandon. Check out his awesome music on Bandcamp. He is also on Spotify ;) Have fun!2018-05-2311 minPlumbers of Data SciencePlumbers of Data ScienceWhy Companies Badly Need Data Scientists And EngineersIn this episode I give you my take on why companies badly need data scientists and engineers. Because in this data driven world, you can accomplish a lot with just a few people. All you need is a vision, some sense for business and a lot of skill.2018-05-1803 minPlumbers of Data SciencePlumbers of Data ScienceWhat You Need To Know About Data EngineeringThis podcast is all about what you as a data engineer really do. From building platforms to collaboration with data scientists and customers. Everything you need to know to get insight into a data engineers life.2018-05-1616 minPlumbers of Data SciencePlumbers of Data ScienceI'm a Big Data Engineer and it's Super Awesome!There is this other data science job called data engineer and it's super important. Because data science does not equal data scientist. In today's podcast I talk about how I finally realized that data engineering is my real passion. Definitely check it out, chances are high that data engineering is your thing too.2018-05-1506 minPlumbers of Data SciencePlumbers of Data ScienceBI vs Data Science vs Big DataI have recently been asked: "What is the difference between BI, Data Science and Big Data". So, it thought I make a quick podcast about this for you guys. I think especially beginners will help this a lot.2018-04-0407 minPlumbers of Data SciencePlumbers of Data ScienceHow Much Big Data Do You Need To Learn As A Data Scientist?Big Data tools are very important. But how deep should you really go as a data scientist? How do you best learn all this stuff? Some questions I try to answer in this episode.2018-03-2007 minPlumbers of Data SciencePlumbers of Data ScienceWorking With Time Series Data And Missing ValuesTime series data is tricky. Especially if you have missing data. In this episode I talk about a few things you can do to handle this problem.2018-03-1603 minPlumbers of Data SciencePlumbers of Data ScienceDon't Be Arrogant The Cloud is Safer Then Your On-PremiseA 5 minute rant why the cloud is safe.2018-03-1505 minPlumbers of Data SciencePlumbers of Data ScienceHadoop For Data Scientists An IntroductionHey Podcast, in this episode I talk about the core functions of Hadoop.2018-03-1310 minPlumbers of Data SciencePlumbers of Data ScienceThree Methods of Streaming DataThere are three different methods of streamging: At least once, at most once and exactly once. Listen why it makes a huge difference which one you use. Because not every system or tool supports all three.2018-03-0903 minPlumbers of Data SciencePlumbers of Data ScienceDirty Data, Unicorn ScientistsWhere to get dirty data to train cleaning it? What are unicorn data scientists and what is THE skill you need if you aren't one.2018-02-2605 minPlumbers of Data SciencePlumbers of Data ScienceDS Office Hours Nr. 3How to define a data science problem.2018-02-0952 minPlumbers of Data SciencePlumbers of Data ScienceNoSQL Vs SQL How To ChooseNoSQL databases like HBase are awesome! But why and when should you use them? How does a key value store like HBase work? Today I am talking about exactly that2018-02-0908 minPlumbers of Data SciencePlumbers of Data ScienceCreating A Gaming-AI-BotCreating a Gaming-AI with Reinforcement Learning • Creating a Gaming-AI with Reinforcement Learning2018-02-0506 minPlumbers of Data SciencePlumbers of Data ScienceLoosing $$ With Data ScienceLoosing money with data science in the short term does not matter. It's about the long run, not quick sales. This is a story about how this happened in the insurance industry. And how to go at it to turn this loss into a win2018-01-3105 minPlumbers of Data SciencePlumbers of Data ScienceSwish Swedens Awesome FintechSwish the Swedish Fintech that Blew My Mind in 20172018-01-2203 minPlumbers of Data SciencePlumbers of Data ScienceData Science Office HoursChat and Q&A about data science with data scientists2018-01-1859 minPlumbers of Data SciencePlumbers of Data ScienceGartner's Hype Cycle ExplainedIt is very important for me to keep track of emerging technologies and trends. You want to know where the industry is headed. You don't want to miss the next big thing. This is where Gartner's Hype Cycles help a lot. Especially the hype cycle for emerging tech.2018-01-1506 minPlumbers of Data SciencePlumbers of Data ScienceHow to Show That ML and AI WorksHow to convince people that machine learning actually works? It's simpler than you think. You have the data. Data doesn't lie!2018-01-1203 minPlumbers of Data SciencePlumbers of Data ScienceAnalytics on Edge DevicesUnavailable cellphone coverage really pissed me off. You cannot transmit data and do cloud based analytics during that time. That is why edge devices in the field have to get more and more get analytics capabilities built in. For instance in a container ship.2018-01-1106 minPlumbers of Data SciencePlumbers of Data ScienceBigData and Catastrophic SuccessIn this episode I talk about the 4 Vs of big data. And how Big Data can save you from catastrophic success.2018-01-0807 minPlumbers of Data SciencePlumbers of Data ScienceMachine Learning In ProductionDoing machine learning in production is very different then for proof of concepts or in education. One of the hardest parts is keeping models updated.2018-01-0603 minPlumbers of Data SciencePlumbers of Data ScienceData Science VS Big DataChoose between Big Data & Data Science • Choose between Big Data & Data Science • Choose between Big Data & Data Science2018-01-0311 minPlumbers of Data SciencePlumbers of Data ScienceAgriculture snd DS DailyKayy 004How Data Science Transforms Agriculture | DailyKayy 004 • How Data Science Transforms Agriculture | DailyKayy 004 • How Data Science Transforms Agriculture | DailyKayy 0042018-01-0312 minPlumbers of Data SciencePlumbers of Data ScienceDS Preventing Insurance FraudInsurance companies use data science to detect fraudulent cases. Saving themselves and the customers money2017-12-1505 minPlumbers of Data SciencePlumbers of Data ScienceHow Data Transforms HealthcareHow Smartwatches and Fitbits Transform Healthcare • How Smartwatches and Fitbits Transform Healthcare2017-12-1209 minPlumbers of Data SciencePlumbers of Data ScienceLearn Data Science Go Docker!Docker is so awesome for beginners. Preconfigured images let you start coding in minutes. No annoying dev environment setup.2017-12-0704 minPlumbers of Data SciencePlumbers of Data ScienceMeasure Everything!Social media, Product development. Get that data and analyze it! Start winning!2017-12-0603 minPlumbers of Data SciencePlumbers of Data SciencePrime Video, Tesla and Comma.aiPrime Video X-Ray Feature, Tesla & Comma AI • Prime Video X-Ray Feature, Tesla & Comma AI • Prime Video X-Ray Feature, Tesla & Comma AI2017-11-2912 min