#079 Trying to stay true to myself and making the cookbook public on GitHub

Plumbers of Data Science

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הוסף לפני seven שנים

תוכן מסופק על ידי Andreas Kretz. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Andreas Kretz או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

No Limit Leadership

1
81: From Nothing to a Billion: The Leadership Playbook They Don’t Teach You w/ Harry L Allen 36:51

לפני 9 ימים36:51

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אהבתי

36:51

Traditional banks often lack personalized service, and local businesses struggle to find true partnership in financial institutions. Meanwhile, higher education faces scrutiny over relevance and ROI in a world where information is nearly free. Harry Allen helped launch Studio Bank to blend technology with high-touch service, fueled by community investment. At Belmont, he's applying the same entrepreneurial mindset to modernize university operations and embed practical learning experiences, like a one-of-a-kind partnership with Dolly Parton, into academia. In this episode, Harry L. Allen, co-founder of Studio Bank and now CFO at Belmont University, unpacks the bold vision behind launching a community-first bank in a city dominated by financial giants. He shares the leadership lessons that shaped his journey, how to lead through crisis, and why mentorship is the key to filling today's leadership vacuum. Key Takeaways Leveraging both financial and social capital creates a unique, community-first banking model. High-tech doesn't mean low-touch, Studio Bank fused innovation with personal relationships. Leadership means showing up, especially during crisis. Universities must shift from being information hubs to delivering real-world experience. Succession and mentorship are vital to cultivating the next generation of leaders. Chapters 00:00 Introduction to Harry L. Allen 01:49 The Birth of Studio Bank 04:29 Leveraging Technology in Community Banking 07:25 The Courage to Start a New Venture 10:37 Leadership Challenges in High Growth 13:02 Leading Through Crisis: The COVID Experience 17:55 Transitioning from Banking to Education 21:16 The Role of Leadership in Higher Education 25:16 Adapting to Challenges in Higher Education 30:04 The Leadership Vacuum in Society 33:17 Advice for Emerging Leaders 35:21 The American Dream and Community Impact No Limit Leadership is the go-to podcast for growth-minded executives, middle managers, and team leaders who want more than surface-level leadership advice. Hosted by executive coach and former Special Forces commander Sean Patton, this show dives deep into modern leadership, self-leadership, and the real-world strategies that build high-performing teams. Whether you're focused on leadership development, building a coaching culture, improving leadership communication, or strengthening team accountability, each episode equips you with actionable insights to unlock leadership potential across your organization. From designing onboarding systems that retain talent to asking better questions that drive clarity and impact, No Limit Leadership helps you lead yourself first so you can lead others better. If you're ready to create a culture of ownership, resilience, and results, this leadership podcast is for you.…

לפני 6 שנים 24:34

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When? This feed was archived on August 04, 2020 21:15 (5y ago). Last successful fetch was on March 10, 2020 15:30 (5+ y ago)

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The cookbook my Youtube, it will be for free, forever! Check out the data engineering cookbook on GitHub:

https://github.com/andkret/Cookbook

84 פרקים

#Tech #Data Science #Andreas Kretz

#079 Trying to stay true to myself and making the cookbook public on GitHub

Plumbers of Data Science

94 subscribers

published לפני 6 שנים

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MP3•בית הפרקים

סדרה בארכיון ("עדכון לא פעיל" status)

When? This feed was archived on August 04, 2020 21:15 (5y ago). Last successful fetch was on March 10, 2020 15:30 (5+ y ago)

Why? עדכון לא פעיל status. השרתים שלנו לא הצליחו לאחזר פודקאסט חוקי לזמן ממושך.

The cookbook my Youtube, it will be for free, forever! Check out the data engineering cookbook on GitHub:

https://github.com/andkret/Cookbook

84 פרקים

#Tech #Data Science #Andreas Kretz

כל הפרקים

1
#085 Big Data and Data Science Landscape plus trying to read Tweets with Nifi 43:06

לפני 6 years43:06

43:06

We 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.…

1
#084 Behind the scenes: Audio podcast, free transcriptions and GitHub 51:21

לפני 6 years51:21

51:21

Today'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 Cookbook

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#083 Data Engineering at OLX Case Study 1:10:53

לפני 6 years1:10:53

1:10:53

Today 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-olx

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#082 Reading Tweets With Apache Nifi & IaaS vs PaaS vs SaaS 1:19:06

לפני 6 years1:19:06

1:19:06

In 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.

1
#081 How to get tweets from the Twitter API 1:09:47

לפני 6 years1:09:47

1:09:47

In 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.

1
#080 How To Find A Job In Germany & Answering Mails 54:54

לפני 6 years54:54

54:54

Tips on how you find a job in Germany and two super interesting mails.

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#079 Trying to stay true to myself and making the cookbook public on GitHub 24:34

לפני 6 years24:34

24:34

The cookbook my Youtube, it will be for free, forever! Check out the data engineering cookbook on GitHub: https://github.com/andkret/Cookbook

1
#078 Cookbook collaboration and updates 31:08

לפני 6 years31:08

31:08

Updates of the cookbook and how to collaborate on it

1
#077 Lambda and Kappa Architecture 1:22:01

לפני 6 years1:22:01

1:22:01

In 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 Playbook

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#076 Cloud vs On Premise How To Decide 1:15:56

לפני 6 years1:15:56

1:15:56

How 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.

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#075 Creating the Course Structure For My Data Engineering Course 53:18

לפני 6 years53:18

53:18

In 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.

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#074 Starting My Data Engineering Online Course 1:01:19

לפני 6 years1:01:19

1:01:19

In this video we go over some of the 100+ comments I received on LinkedIn about a data engineering training.

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#073 Data Engineering At LinkedIn Case Study 1:12:21

לפני 6 years1:12:21

1:12:21

Let's check out how LinkedIn is processing data

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#072 Data Engineering At Twitter Case Study 56:27

לפני 6 years56:27

56:27

How is Twitter doing Data Engineering? Oh man, they have a lot of cool things to share these tweets.

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#071 Data Engineering At Spotify Case Study 43:04

לפני 6 years43:04

43:04

In this episode we are looking at the data engineering at Spotify, my favorite music streaming service. How do they process all that data?

Plumbers of Data Science

1
#070 The Engineering Culture At Spotify 54:37

לפני 6 years54:37

54:37

In 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.

Plumbers of Data Science

1
#069 Data Engineering At Pinterest Case Study 1:06:56

לפני 6 years1:06:56

1:06:56

A look into how Pinterest is doing data engineering.

Plumbers of Data Science

1
#068 A Budget Data Science PC Build 21:24

לפני 6 years21:24

21:24

Configuring 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/hXJdV6

Plumbers of Data Science

1
#067 Data Engineering At NASA Case Study 1:01:43

לפני 6 years1:01:43

1:01:43

A look into how NASA is doing data engineering.

Plumbers of Data Science

1
#066 How To Do Data Science From A Data Engineers Perspective 31:48

לפני 6 years31:48

31:48

A simple introduction how to do data science in the context of the internet of things.

Plumbers of Data Science

1
#065 Data Engineering At CERN Case Study 1:16:24

לפני 6 years1:16:24

1:16:24

A look into how CERN is doing Data Engineering. They get huge amounts of data from the Large Hydron Colider. Let's check it out.

Plumbers of Data Science

1
#064 Data Engineering At Booking.com Case Study 59:09

לפני 6 years59:09

59:09

A look into how booking.com is doing data engineering.

Plumbers of Data Science

1
#063 Data Engineering At Airbnb Case Study 1:02:59

לפני 6 years1:02:59

1:02:59

A look into how Airbnb is doing Data Engineering.

Plumbers of Data Science

1
#062 Data Engineering At Netflix Case Study 49:14

לפני 6 years49:14

49:14

How Netflix is doing Data Engineering using their Keystone platform

Plumbers of Data Science

1
#061 Reworking My Cookbook For Data Engineering 16:58

לפני 6 years16:58

16:58

I 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.…

Plumbers of Data Science

1
#060 What Is Hadoop And Is Hadoop Still Relevant In 2019? 24:12

לפני 6 years24:12

24:12

A Introduction into Hadoop HDFS, YARN and MapReduce. Yes, Hadoop is still relevant in 2019 even if you look into serverless tools.

Plumbers of Data Science

1
#059 A Look Into The Siemens Mindsphere IoT Platform? | #059 53:31

לפני 6 years53:31

53:31

The 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!…

Plumbers of Data Science

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#058 Guitars And Data Live Stream 1:36:29

לפני 6 years1:36:29

1:36:29

A stream full of mediocre guitar playing and great Q&A about Hadoop.

Plumbers of Data Science

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#057 Introducing The Plumbers Medium Publication 12:59

לפני 6 years12:59

12:59

I 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.

Plumbers of Data Science

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#056 NoSQL Key Value Stores Explained With HBase 58:16

לפני 6 years58:16

58:16

What is the difference between SQL and NoSQL? In this episode I show you on the example of HBase how a key/value store works.

Plumbers of Data Science

1
#055 Data Warehouse vs Data Lake 34:59

לפני 6 years34:59

34:59

On 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?

Plumbers of Data Science

1
#054 How to Market Yourself in 2019 Student or Professional 42:10

לפני 6 years42:10

42:10

In 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.

Plumbers of Data Science

1
#053 The Data Science Depression Is Coming? What You Can Do 41:53

לפני 6 years41:53

41:53

The Data Science Hype is still strong. Where's the industry going, towards a cliff? Here's what can you do?

Plumbers of Data Science

1
#052 Data Engineering Cookbook Live Stream 55:03

לפני 6 years55:03

55:03

In this episode I show you the first version of my data engineering cookbook.

Plumbers of Data Science

1
#051 Five Books To Buy As A Data Engineer & My Book Buying Strategy 12:48

לפני 6 years12:48

12:48

Getting 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.

Plumbers of Data Science

1
#050 Data Engineer Scientist or Analyst Which One Is For You? 5:29

לפני 6 years5:29

5:29

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.

Plumbers of Data Science

1
#049 I Found A REAL Use For Blockchain, At Least I thought So 10:06

לפני 6 years10:06

10:06

After 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…

Plumbers of Data Science

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#048 From Wannabe Data Scientist To Engineer My Journey 12:17

לפני 6 years12:17

12:17

In 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.

Plumbers of Data Science

1
#047 The Truth About Data Science Salary For Graduates 16:49

לפני 6 years16:49

16:49

In 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.…

Plumbers of Data Science

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#046 How To Use GitHub for LaTeX Version Control 5:56

לפני 6 years5:56

5:56

In this podcast I am showing you how I use GitHub to write my Data Engineering Cookbook with LaTex.

Plumbers of Data Science

1
#045 Why I Use LaTeX to Write Professionally And You Should Too 12:59

לפני 7 years12:59

12:59

What 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/…

Plumbers of Data Science

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#044 How to Increase Your Chances for Internships or a Full-time Job 11:32

לפני 7 years11:32

11:32

You 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/

Plumbers of Data Science

1
#041 Agile Development Is Important But Please Don't Do Scrum 18:47

לפני 7 years18:47

18:47

I 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.

Plumbers of Data Science

1
#040 Huge Big Data News! Cloudera and Hortonworks Merge 23:54

לפני 7 years23:54

23:54

So, 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 ;)…

Plumbers of Data Science

1
#039 Is ETL Dead For Data Science and Big Data? 28:47

לפני 7 years28:47

28:47

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?…

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Plumbers of Data Science « » #079 Trying to stay true to myself and making the cookbook public on GitHub

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#079 Trying to stay true to myself and making the cookbook public on GitHub

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#079 Trying to stay true to myself and making the cookbook public on GitHub