Super Data Science: ML & AI Podcast with Jon Krohn
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1.039 afleveringen, van nieuw naar oud
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338: Too Many Photos
7 februari 2020 · 6 min
I discuss an observation I had recently about how many photos we take, and how much we miss out on by focusing on capturing a moment rather than living it. Lees meer
Additional materials: www.superdatascience.com/338
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337: Hadley Wickham Talks Integration and Future of R and Python
6 februari 2020 · 1 uur 15 min
Hadley Wickham, a huge presence in data science, sits down to talk about R, Python, and the future of potential integrations, as well as some Q&A with our listeners through LinkedIn about programming languages and how to make data science accessible for all. Lees meer
In this episode you will learn:
Hadley’s R packages [8:26]
Better integrations between R and Python [20:11]
LinkedIn Q&A [33:34]
useR Conference vs. RStudio Conference [50:46]
LinkedIn Q&A: Career-related questions [1:01:06]
LinkedIn Q&A: Future-related questions [1:08:01]
Additional materials: www.superdatascience.com/337
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336: Better Than Perfect
31 januari 2020 · 10 min
I discuss something that popped up for me recently: is it better to have something finished or to have something be perfect? I explore the answer and what it can mean for you in your life. Lees meer
Additional materials: www.superdatascience.com/336
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335: Many Ways to Fail & Five Ways to Succeed in Startups
30 januari 2020 · 1 uur 53 min
Rico Meinl failed when he tried to make a successful startup. He learned a lot from it and shared his story and learnings for nearly 2 hours in one of our longest and most insightful podcasts to date. Lees meer
In this episode you will learn:
Rico at DSGO [8:50]
Dresswell [17:10]
B2B vs B2C in startups [34:03]
Rico's 5 learnings [53:25]
Learning no. 1 [53:54]
Learning no. 2 [56:33]
Learning no. 3 [1:10:43]
Learning no. 4 [1:24:08]
Learning no. 5 [1:34:02]
Rico’s next steps [1:45:35]
Additional materials: www.superdatascience.com/335
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334: No Coaching
24 januari 2020 · 18 min
I return to the concept of no coaching in more detail and discuss how I recently had a good conversation with a friend without giving advice but offering empathy. Lees meer
Additional materials: www.superdatascience.com/334
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333: BERT and NLP in 2020 and Beyond
23 januari 2020 · 1 uur 5 min
Sinan Ozdemir is back again, this time talking about his work since his company Kylie.ai was acquired by Directly. We discuss his work, the way he is creating human and AI synergy and the future of NLP as it continues to progress. Lees meer
In this episode you will learn:
Sinan’s company acquired [7:29]
Explainable deep learning models [16:13]
Airbnb case study [19:42]
Microsoft case study [22:25]
Sinan’s role at Directly [25:57]
Work with Sinan [32:57]
Preview of Sinan at DSGO [38:38]
BERT [43:18]
Sinan’s prediction for NLP in 2020 [53:17]
Additional materials: www.superdatascience.com/333
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332: Go through the Motions
17 januari 2020 · 9 min
I discuss the concept of putting yourself on autopilot and powering through getting work done when you feel like giving up. Lees meer
Additional materials: www.superdatascience.com/332
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331: Hacking Data Science Interviews for Graduates
16 januari 2020 · 1 uur 31 min
Harshal Sanap talks about how he took himself from a data science student and graduate to a full time professional in data science and shares mistakes to avoid to get started in your career. Lees meer
In this episode you will learn:
Harshal at DSGO [8:12]
Harshal’s first data science job [16:01]
The process of getting your first job [21:25]
3 steps to data science job search [23:37]
4 tips on how to apply for jobs [36:59]
5 tips on how to prepare for an interview [53:21]
5 mistakes to avoid [1:10:31]
Additional materials: www.superdatascience.com/331
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330: Good!
10 januari 2020 · 9 min
I discuss finding the good in something that is objectively not so good and how you can take setbacks as a learning experience and challenge. Lees meer
Additional materials: www.superdatascience.com/330
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329: Telling a Story Right with Data
9 januari 2020 · 1 uur 5 min
Isaac Reyes talks about his approach to data visualization. We dive into the science behind it, the psychology, and the needs in businesses for proper and informed data storytelling. Lees meer
In this episode you will learn:
Catching up with Isaac [6:37]
StoryIQ's office in Manila [10:04]
What is data storytelling? [12:29]
The keys to data storytelling [15:47]
Second key to data storytelling [18:36]
Third key to data storytelling [21:35]
Elementary Perceptual Tasks Scale [24:10]
Gestalt principles [38:56]
How does StoryIQ teach this? [48:35]
Fourth key to data storytelling [49:20]
Additional materials: www.superdatascience.com/329
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328: Look for the Horse
3 januari 2020 · 4 min
In this week’s FiveMinuteFriday, I wish you all a happy New Year with an interesting story about having the choice to see the best in situations or see the worst in them. Lees meer
Additional materials: www.superdatascience.com/328
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327: Data Science Trends for 2020
2 januari 2020 · 1 uur 8 min
Hadelin and I outlined our top 5 trends in Data Science for 2020. We discussed why they’re hot topics and how companies can utilize them to drive profit and efficiency in the coming year. Lees meer
In this episode you will learn:
The decade in review [1:45]
A decade preview [5:20]
2020 trends webinar [7:30]
Robotic process automation [9:00]
Natural language processing [18:28]
Reinforcement learning [26:35]
Edge computing [37:25]
Open source AI frameworks [52:02]
Additional materials: www.superdatascience.com/327
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326: Who Inspires You?
27 december 2019 · 5 min
This week’s FiveMinuteFriday and final episode of 2019 is about who inspires you and how it may be those closest to you without you even realizing it. Lees meer
Additional materials: www.superdatascience.com/326
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325: What I Learned in 2019
26 december 2019 · 1 uur 14 min
I went over the 7 top learnings I took from this exciting year of ups, downs, and incredible adventures and explorations. Lees meer
In this episode you will learn:
Dichotomies [6:18]
F*ck FOMO [19:00]
Full circle stress [27:23]
Letting doors close [38:57]
Managing my energy as an introvert [45:00]
No coaching [56:15]
Feelings [1:03:38]
Additional materials: www.superdatascience.com/325
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324: Proximity is Power #2
20 december 2019 · 30 min
In this week’s FiveMinuteFriday, Vitaly and I talked more about a familiar topic: proximity is power. We discussed the importance of connection, how to not saturate, and how to decide with whom you spend your time. Lees meer
Additional materials: www.superdatascience.com/324
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323: Data Science as a Freelance Career
19 december 2019 · 1 uur 15 min
I chatted with top Upwork freelancer Wesley Engers who has worked over 150 jobs in data science. He’s worked in a variety of industries and shared a few of his most interesting jobs and offered advice for those considering diving into freelance data science work. Lees meer
In this episode you will learn:
Wesley on Upwork [9:11]
Wesley’s background [16:20]
How Wesley onboards a client [26:32]
Good clients vs. bad clients [31:12]
Tools [37:23]• Wesley’s best projects [45:09]
Freelance vs. full-time work [59:26]
Tips about getting into Upwork [1:06:48]
Additional materials: www.superdatascience.com/323
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322: Diets
13 december 2019 · 24 min
In this week’s FiveMinuteFriday we are with Vitaly and Hadelin again and we are discussing our diets and how we maintain feeling healthy and good through food intake. Lees meer
Additional materials: www.superdatascience.com/322
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321: The Life of One Advanced Data Scientist
12 december 2019 · 1 uur 21 min
I sat down with Morgan Mendis whom I met at DSGO this year. He is one of the most advanced data scientists I’ve met and he’s been using his skills and experience to give back to his community. We discuss his career, his dreams, his ideology, and his hunt for a VP of Data Science at his former company. Lees meer
In this episode you will hear:
Catch up since DSGO 2019 [8:04]
VP of Data Science at Inspire [12:00]
Morgan’s career dreams [22:04]
Morgan’s experience [30:50]
Tools & solutions [1:01:33]
How you can get involved [1:12:45]
Additional materials: www.superdatascience.com/321
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320: Mentorship
6 december 2019 · 37 min
In this week’s FiveMinuteFriday I sat down with Vitaly and Hadelin to discuss the concept of mentorship and how we work through our professional and personal hurdles with mentors. Lees meer
Additional materials: www.superdatascience.com/320
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319: The Path to Data Visualization
5 december 2019 · 1 uur 19 min
I sat down with Jonathan and Ogo, two DataScienceGO attendees, who are experts in the field of data visualization. Their methods and backgrounds differ but ultimately they believe in the same goal: telling a meaningful story. Lees meer
Additional materials: www.superdatascience.com/319
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318: Amazing
29 november 2019 · 9 min
In this week’s FiveMinuteFriday I discuss the concept of “fake it until you become it” and use of the word “amazing” when thinking about your current state and when people ask how you are. Lees meer
Additional materials: www.superdatascience.com/318
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317: A Deep Dive Into Neural Nets
28 november 2019 · 1 uur 3 min
An incredible young guest is in this episode after he attended DSGO. Edis is a 15-year-old, building his own neural networks. We discussed his background, his process of building neural networks from scratch, Kaggle competitions, and the benefit of online data science education. Lees meer
Additional materials: www.superdatascience.com/317
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316: Make It About Yourself
22 november 2019 · 11 min
In this week’s FiveMinuteFriday I discuss how best to handle disagreements by keeping your focus on yourself and your own actions. Lees meer
Additional materials: www.superdatascience.com/316
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315: Making Data Accessible
21 november 2019 · 1 uur 13 min
Back by popular demand is Gabriela de Queiroz to discuss various data accessibility issues and how her work, talks, and organizations are working to make data science and AI more available across the board. Lees meer
In this episode you will learn:
What’s new with Gabriela [7:14]
How does Gabriela find the time? [10:50]
Gabriela at DSGO [16:45]
IBM’s Data Asset Exchange [27:48]
What is Docker? [44:32]
Gabriela’s code background & team [46:34]
R-Ladies [54:50]
Additional materials: www.superdatascience.com/315
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314: Meet the Team
15 november 2019 · 5 min
I asked the team what was one wish they had for our students on their data science journey. The answers are inspirational and encouraging for students at all levels. Lees meer
Additional materials: www.superdatascience.com/314
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313: The Power of Online Data Education
14 november 2019 · 1 uur 4 min
Marco Caviezel’s journey from research-based psychology into a career as a data analyst is really fascinating. He did his entire data education online and managed to not only teach himself in topics of machine learning and data visualization but got a job as a data analyst through his own work. Lees meer
Additional materials: www.superdatascience.com/313
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312: Contemplation
8 november 2019 · 13 min
Kirill and Mitja share some thoughts about one of the workshops at the SuperDataScience offsite retreat. They explore the practice of contemplation as a way to get a deeper understanding and insights. Lees meer
Additional materials: www.superdatascience.com/312
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311: Using Data Right In Smart Cities
7 november 2019 · 1 uur 14 min
This episode with Daniel Obodovski explores smart cities and the importance of problem-solving from city to city by using data correctly. But solutions aren’t always obvious, privacy continues to be a huge issue for citizens, and not every city prioritizes problems the same way. It’s a fascinating topic. Lees meer
Additional materials: www.superdatascience.com/311
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310: Trial by Fire
1 november 2019 · 7 min
Kirill and Mitja share thoughts on purposeful “trials by fire” in your life and how you can force yourself to grow through intended adversity. Lees meer
Additional materials: www.superdatascience.com/310
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309: Learning Through Competition
31 oktober 2019 · 55 min
A conversation between rival online educators in the data science community about the challenges of creating a worldwide community with millions of students, the trends in data science, and how education can keep up to date. Lees meer
Additional materials: www.superdatascience.com/309
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308: Your Tribe
25 oktober 2019 · 11 min
A FiveMinuteFriday about the importance of belonging and how a connection to the larger community in the work that you do can be incredibly beneficial and meaningful for both your career and personal happiness. Lees meer
Additional materials: www.superdatascience.com/308
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307: Problem Solving Through Better Thinking
24 oktober 2019 · 47 min
Kirill and Marc have a conversation that started as a quick FiveMinuteFriday discussion on thoughtfulness that turned into a full podcast worth of content on the power of thought, mindfulness, practice, and how even data scientists need to look past facts and information and follow their intuition. Lees meer
Additional materials: www.superdatascience.com/307
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306: Pura Vida
18 oktober 2019 · 7 min
The Costa Rican phrase "Pura Vida" is something very important to think about because it is incredibly beautiful, filled with emotion and it is so powerful. What meaning would this phrase have for you, in your life? Lees meer
Additional materials: www.superdatascience.com/306
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305: Using Data Visualization Tools
17 oktober 2019 · 1 uur 6 min
Jean-Pierre Labuschagne's career journey started in South Africa and moved to Europe, where he is bringing massive value with the power of data visualization. He is also teaching successful courses online after spending 2 years as a student of online courses himself. Lees meer
Additional materials: www.superdatascience.com/305
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304: The Law of Attraction
11 oktober 2019 · 11 min
Can you think of examples when the law of attraction worked in your life? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/304
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303: Proper Hypothesis Testing For Every Field
10 oktober 2019 · 1 uur 10 min
In this episode of the SuperDataScience Podcast, I chat with Astrophysicist and Online Data Science Instructor, Sam Hinton. You will hear about the Lindau Nobel Laureates meeting, where he met Nobel Prize winners and you will also hear about his appearance on the Survivor TV show. You will learn about quantum mechanics. You will also learn about the course he launched in Python for Statistical Analysis, as well as going in-depth on hypothesis testing. You will hear about Python versus R, statistical significance, why p-value of 0.5 is bad, Bayesian statistics, and what is the difference between frequentist and Bayesian approaches. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/303
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302: What is Data Science to you?
4 oktober 2019 · 6 min
What is Data Science to you? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/302
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301: Finding Your Edge
3 oktober 2019 · 1 uur 9 min
In this episode of the SuperDataScience Podcast, I chat with Data Scientist at TD Bank, Ayobami Ayodeji. You will hear Ayobami's valuable insights about the takeaways from DataScienceGO 2019, including productization of data science products, the 3 types of data science teams, and building character and resilience. You will also learn about Ayobami's career journey from project manager to data scientist and the sacrifices he made on that journey. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/301
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300: Legacy
27 september 2019 · 10 min
What are you leaving for the next generation on this planet? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/300
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299: Becoming Seasoned At Failure
26 september 2019 · 1 uur 10 min
In this episode of the SuperDataScience Podcast, I chat with Head of Data Science and Machine Learning, Michelle Keim. You will hear what working remotely is all about in data science. You will learn about the importance of failure, and why everyone should lose their job at least once. You will hear about churn and segmentation, what they meant 10 years ago and what they mean now. You will also learn about the imposter syndrome and what to do when you feel like an imposter while applying for a role. You will hear about moving from centralized data science teams to integrated experts within the business and leading people on the three key learnings that Michelle has taken away from her experience as a leader. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/299
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298: The Six Months Rule
20 september 2019 · 5 min
What would you change about the things you do in your life if you thought you only had 6 months to live? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/298
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297: Fortitude & Passion in the Data Science Journey
19 september 2019 · 1 uur 6 min
In this episode of the SuperDataScience Podcast, I chat with data scientist Ayodele Odubela. You will hear how and why she chose to do a Masters in Data Science and supplemented that with online education. You will also hear about self-discovery, fortitude and passion, and how she got one of her data science jobs through Twitter. You will learn about some of Ayodele's projects like using SVM for detecting poisonous vs. edible mushrooms, using random forests and decision trees for ranking wines based on the chemical contents, using the Naive Bayes to detect spam. You will learn about the real-world project that she's worked on, bullet stopping flying drones. You will find out what role machine learning played in that project and how they're going to be applied in society once they get rolled out. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/297
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296: Who You Become
13 september 2019 · 11 min
Do you take time to reflect on who you became or actions you took while on a path to achieving a goal? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/296
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295: A Deep Conversation About Tech & Life
12 september 2019 · 55 min
In this episode of the SuperDataScience Podcast, I chat with my friend and business partner, Hadelin de Ponteves. You will hear what new exciting things are happening in Hadelin's life now. You will hear some preview of his upcoming presentation at DataScienceGO 2019, which will cover NLP, especially the BERT model, which raised a whole new level in NLP. You will also learn about reinforcement learning and Hadelin's new course on Twin-Delayed DDPG. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/295
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294: Perception of AI in Big Companies
6 september 2019 · 10 min
What about AI worries you in the professional world? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/294
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293: True Personalization Through Reinforcement Learning
5 september 2019 · 1 uur 1 min
In this episode of the SuperDataScience Podcast, I chat with Data Scientist, Peyman Hesami. You will find out what reinforcement learning is and how it works on an intuitive level. You will hear about the differences between reinforcement learning versus classification, or other supervised learning methods, and how it's used for personalization specifically. You will learn about six distinct advantages of reinforcement learning, what role reinforcement learning is going to play in the future of machine learning and why. Also, you will find out how and why Peyman made a career transition to work for a startup, how he's using reinforcement learning, and what is the biggest mistake he has made with reinforcement learning. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/293
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292: Introverts and Extroverts
30 augustus 2019 · 9 min
How can you find a way to balance your energy through recharging in the way that works best for you? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/292
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291: Changing the World With Theory & Data
29 augustus 2019 · 1 uur 5 min
In this episode of the SuperDataScience Podcast, I chat with founder and CEO at Daisy Intelligence, Gary Saarenvirta. You'll learn about dangerous implicit assumptions, the power of theory and theory versus data. You'll also learn about two types of decisions, the spacial interaction model, traffic flow model, the concept of dividing the world in two and what humans should be doing, and what artificial intelligence should be doing. You will hear about the difference between artificial intelligence that leverages just data versus artificial intelligence that leverages theory and data, and what advantages that creates. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/291
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290: The Passion Paradox
23 augustus 2019 · 11 min
How does your inner voice compare to your passions? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/290
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289: AI, Deepfakes and Call of Duty
22 augustus 2019 · 1 uur 5 min
In this episode of the SuperDataScience Podcast, I chat with top AI influencer, Ben Taylor. You will learn some very cool concepts about artificial intelligence such as active adverse impact mitigation, what that means and how that can help train on your dataset without bias. You will hear about AI ethics, deepfakes and Ben's current passion project, building an artificial intelligence that plays Call of Duty, which he will actually demonstrate at DataScienceGO this year at the end of September. Lees meer
If you enjoyed this episode, check out the video, show notes, resources, and more at www.superdatascience.com/289