424: A Symbiotic Relationship With AI
In this episode, we talk about how businesses can maximize their relationship with AI to ensure visible ROI and progress of industries. Additional materials: www.superdatascience.com/424
Dec 04, 2020•9 min
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.
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Episodes
423: The Growth and Future of STEM in Africa
Amanda Obidike joined us for a great discussion about her work in Nigeria and the African continent in empowering and enabling STEM education and job placement. In this episode you will learn: Life in Lagos, Nigeria [5:22] Amanda’s journey to data science [7:28] Case studies and example projects [13:00] STEM skills and the start of STEMi [19:41] What are the issues STEMi is addressing? [24:48] Get involved in STEMi’s mentoring project [30:12] STEMi’s results so far [36:02] Amanda’s best tips for...
Dec 03, 2020•1 hr
422: Pain Vs. Suffering
In this episode, I talk about the difference between pain and suffering and the importance of becoming aware of it. Additional materials: www.superdatascience.com/422
Nov 27, 2020•10 min
421: Real-World Applications of Digital Twins
Theunis Barnard joins us for a great conversation about digital twins and how data scientists can learn about the technology and get involved with its applications. In this episode you will learn: Data science in South Africa [6:08] Theunis’s current companies [11:32] Industry 4.0 [13:59] Digital twins [22:37] Theunis’s day-to-day [38:54] Further examples of digital twins [42:26] Future of digital twins [48:02] Theunis’s advice for data science newcomers [57:17] Process digital twins vs. system ...
Nov 26, 2020•1 hr 6 min
420: Wheel of Life
In this episode, we do an exercise using the wheel of life to examine your time management and understand how balanced your life currently is. Additional materials: www.superdatascience.com/420
Nov 20, 2020•9 min
419: Unlocking the Architecture of Innovation
Juval Löwy joins us for an exceptional episode that condenses much of his masterclass teachings into a powerful hour of information about the right approach to designing systems as well as projects. In this episode you will learn: Career planning [7:24] Consequences of designing against requirements [8:57] The framework of a good system design [30:32] The right approach to project design [44:00] Juval’s book [1:02:31] The progress and future [1:03:48] Additional materials: www.superdatascience.c...
Nov 19, 2020•1 hr 12 min
418: Play With Feeling
In this episode, I discuss a very interesting quote by Beethoven about the importance of giving space to feelings, even if that means making a mistake. Additional materials: www.superdatascience.com/418
Nov 13, 2020•6 min
417: Data Engineering and Product Development
Arthur Shectman joins us to discuss the data engineering and data product development work they do in Elephant Ventures and the importance of capturing value through data. In this episode you will learn: What is Elephant Ventures? [8:11] Data quality engineering [21:00] The importance of focusing on business value [39:58] Methodology for understanding the company’s business value [46:05] What is data engineering? [49:28] What is data product development [51:34] What are the technical skills need...
Nov 12, 2020•1 hr 6 min
416: My Advice for Career Success
In this episode, I talk about the three key ingredients for a successful, happy career in data science. Additional materials: www.superdatascience.com/416
Nov 06, 2020•16 min
415: Developing and Maintaining Your Technical and Soft Skills
Asieh Ahani joins us to discuss her rapid career progress, the unique work she does at MassMutual, and how she maintains her technical skills while working in a leading position. In this episode you will learn: Asieh’s background [5:09] Machine learning techniques for processing biosignals [14:24] Signal processing [22:22] Asieh’s career and move from academia to industry [27:19] Maintaining technical skills as a manager [41:48] MassMutual is hiring [47:02] Leading a remote data science team and...
Nov 05, 2020•1 hr 9 min
414: Needs vs. Wants
Today I talked about the importance of understanding the balance between acting selfishly and acting with self-neglect and how the awareness of our needs and wants can help with that. Additional materials: www.superdatascience.com/414
Oct 30, 2020•14 min
413: Changing The World With Data
Emmanuel Letouzé discussed in-depth his work in global data science literacy and how he hopes data science will benefit the world in various societal and socio-economic challenges. In this episode you will learn: Parenting and its effects on Emmanuel’s life and work [3:14] Why did Data-Pop Alliance come to life? [8:42] Working with Harvard and MIT [13:04] Examples of projects and areas of focus [18:16] Data as lenses and data as lever [29:43] Sustainable Development Goals indicators [38:21] How ...
Oct 28, 2020•1 hr 16 min
412: Stand More - Sit Less
Today I talked with a chiropractor about how to best treat your back while working during the day. Additional materials: www.superdatascience.com/412
Oct 23, 2020•12 min
411: Succeeding in Analytics by Thinking Outside the Data
Jennifer Cooper talked with us about her role as a strategic analyst and how others can get involved with similar positions around analytics and hybrid roles. In this episode you will learn: Jennifer’s start in data science [6:04] What is analytics support function? [16:01] Keys to success in analytics roles [21:09] How do you find these roles? [42:42] DataScienceGO Virtual #2 [50:45] Common questions Jennifer gets [1:00:52] Additional materials: www.superdatascience.com/411...
Oct 21, 2020•1 hr 17 min
410: Communicate Your Needs
Today I talk about something important, which I recently had to reteach myself, about personal needs and communication. Additional materials: www.superdatascience.com/410
Oct 16, 2020•7 min
409: Succeeding & Networking In The Virtual Space
Steve Nouri talks with us about the importance of managing your personal brand, participating in hackathons, and being active in the conversations around AI as you begin your career. In this episode you will learn: Steve’s work in the Australian Computer Society [4:32] River City Labs [12:22] Hackathons during the pandemic [16:21] Choosing a path in AI [26:09] The AI bubble and its implications [31:09] Strategic data acquisition [38:04] Explainable AI [43:50] Creating a personal brand [51:35] Ad...
Oct 14, 2020•1 hr 9 min
408: Meaning is Everything
Today I talk about an interesting concept that can often be the cause of conflicts in professional and personal relationships. Additional materials: www.superdatascience.com/408
Oct 09, 2020•13 min
407: How to Encourage Diversity in Data Science
Margot Gerritsen joins us for a great discussion that was both technical and inspiring, on the topics of principal component analysis and linear algebra, as well as the importance of women in data science. In this episode you will learn: Margot’s travels and background [7:29] Margot’s position and work at Stanford [13:38] What is linear algebra? [18:00] Principle component analysis [23:02] WIDS, Women in Data Science [32:08] Margot’s diversity call to action [58:12] How can men support their fem...
Oct 07, 2020•1 hr 24 min
406: Abandon Hope
Today we discussed the Buddhist concept “abandon hope” as a way to avoid falling victim to negative emotions and fear. Additional materials: www.superdatascience.com/406
Oct 02, 2020•8 min
405: The Work of Quants and Data Scientists in the Financial Space
Thomas Obrist joins us to give an advanced talk on the work he does in the financial and energy space as a quant and how it overlaps with data science. In this episode you will learn: Thomas’s background and studies [5:04] Long and short in financial markets [8:33] Thomas’s current role at Axpo [14:55] Quant vs. data scientist vs. data analyst [18:55] The Monte Carlo method [26:26] Thomas’s day-to-day [30:06] Grid loss use case [35:25] Thomas’s hackathon success [53:22] Thomas’s recommendation f...
Sep 30, 2020•1 hr 9 min
404: The Narrative Arc in Storytelling
Today we dissect the building blocks of storytelling to help you become a better presenter of your data science insights. Additional materials: www.superdatascience.com/404
Sep 25, 2020•16 min
403: Gamifying Your Data Science Work and Education
Juan Gabriel Gomila Salas joins for an exciting discussion about his work in the game industry and how gamification can boost data science impact across industries. In this episode you will learn: Juan Gabriel’s work before and during COVID-19 [3:37] Juan Gabriel’s unique career path [10:36] Video game monetization case study [25:44] •How can data scientists utilize gamification in their daily jobs? [36:28] Juan Gabriel’s work as a professor [42:46] Is online education the future? [47:40] Data s...
Sep 23, 2020•1 hr 17 min
402: Face Your Demons
In this episode, I discuss an interesting metaphor I’ve recently utilized to help myself face and overcome toxic or negative feelings. Additional materials: www.superdatascience.com/402
Sep 18, 2020•6 min
401: From Data Science Student to Professional
Michael Galarnyk joins to tackle your questions on data science job hunting and data science education. In this episode you will learn: Who is Michael Galarnyk? [3:48] Tools and skills to know [11:52] Building and sharing a portfolio [26:21] Advantages of online and in-person education [37:42] Teaching data science to younger students [43:55] Necessary soft skills to be a successful data scientist [51:31] Additional materials: www.superdatascience.com/401...
Sep 16, 2020•1 hr 5 min
400: Think Bigger
In this anniversary episode, we discuss the importance of knowing why you do data science and how your skills may one day impact the world as challenges arise. Additional materials: www.superdatascience.com/400
Sep 11, 2020•6 min
399: Contributing to the Community of Data Scientists
Monica Royal joins us to discuss her journey from consumer to contributor in the data science community and how sharing your work and exploring networking can help you on your journey. In this episode you will learn: Monica’s activity in the data science community [5:17] The biggest takeaways from Monica’s 100 Days of Learnings [11:00] Techniques for productivity and continued learning [16:03] Monica’s interest in the SDS podcast and keeping up to date in data science [33:01] The DataScienceGO V...
Sep 09, 2020•47 min
398: Emotional Burnout
In this episode, I discuss a very important topic on the stages and symptoms of burnout and how to tackle them at each point to avoid irreparable damage. Additional materials: www.superdatascience.com/398
Sep 04, 2020•22 min
397: The Importance of Data Science Literacy
We chatted with data science influencer, educator, and principal data scientist Kirk Borne about his philosophy and work in spreading data science literacy across fields and industries through his frameworks. In this episode you will learn: Live vs. virtual events [4:20] Who is Kirk Borne? [7:13] Big data’s evolution and the emergence of small data [11:17] The fourth industrial revolution and the future [22:00] How has the data science education space changed in 14 years? [33:44] Four types of d...
Sep 02, 2020•1 hr 23 min
396: Five Job Hunting Tips
In this episode, I share a series of great tips, plus a bonus tip for getting your application further along in the hiring process and getting the job. Additional materials: www.superdatascience.com/396
Aug 28, 2020•22 min
395: How to Tell Stories with Data
Cole Nussbaumer Knaflic talks about her influential book Storytelling with Data and shares some best practices for conveying meaning from your visualizations. In this episode you will learn: Cole’s business Storytelling With Data [4:04] How did Cole get into this space? [7:24] When did Cole start writing the book? [15:33] Top 3 tips from the book [22:44] How to structure a good story [35:17] Communicating in-person vs. virtually [41:37] Cole’s upcoming workshops [43:50] LinkedIn Q&A [48:57] ...
Aug 26, 2020•1 hr 14 min
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