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Super Data Science: ML & AI Podcast with Jon Krohn

The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast. As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there’s an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that professional impact.

Whether you’re curious about getting started in a data career or you’re a deep technical expert, whether you’d like to understand what A.I. is or you’d like to integrate more data-driven processes into your business, we have inspiring guests and lighthearted conversation for you to enjoy.

We cover tools, techniques, and implementation tricks across data collection, databases, analytics, predictive modeling, visualization, software engineering, real-world applications, commercialization, and entrepreneurship − everything you need to crush it with data science.

Copyright: © 2024 Super Data Science: ML & AI Podcast with Jon Krohn

Latest Episodes:

336: Better Than Perfect Jan 31, 2020

Show notes

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.

Additional materials: www.superdatascience.com/336

335: Many Ways to Fail & Five Ways to Succeed in Startups Jan 30, 2020

Show notes

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.

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

334: No Coaching Jan 24, 2020

Show notes

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.

Additional materials: www.superdatascience.com/334

333: BERT and NLP in 2020 and Beyond Jan 23, 2020

Show notes

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.

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

332: Go through the Motions Jan 17, 2020

Show notes

I discuss the concept of putting yourself on autopilot and powering through getting work done when you feel like giving up.

Additional materials: www.superdatascience.com/332

331: Hacking Data Science Interviews for Graduates Jan 16, 2020

Show notes

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.

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

330: Good! Jan 10, 2020

Show notes

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.

Additional materials: www.superdatascience.com/330

329: Telling a Story Right with Data Jan 09, 2020

Show notes

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.

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

328: Look for the Horse Jan 03, 2020

Show notes

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.

Additional materials: www.superdatascience.com/328

327: Data Science Trends for 2020 Jan 02, 2020

Show notes

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.

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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