Super Data Science: ML & AI Podcast with Jon Krohn
Alle afleveringen
1.039 afleveringen, van nieuw naar oud
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388: Get a Headhunter
31 juli 2020 · 7 min
In this episode, I share an awesome tip for anyone at any level around recruitment and headhunters. Lees meer
Additional materials: www.superdatascience.com/388
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387: Becoming a Data Science Leader
30 juli 2020 · 34 min
Lillian Pierson discusses her work on data leadership and how any data scientist can become a data leader in their organization or community. Lees meer
In this episode you will learn:
Who is Lillian Pierson? [3:27]
Winning With Data [6:08]
Four superpowers of great data leaders [11:53]
Benefits of developing these skills [17:27]
Examples of quick win challenges in Winning With Data [19:34]
Impact of COVID-19 [22:23]
Where is the industry going? [28:26]
Additional materials: www.superdatascience.com/387
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386: Cohort Analysis
24 juli 2020 · 10 min
Today, I explain cohort analysis and how this can be used for conversion metrics and tracking the customer journey. Lees meer
Additional materials: www.superdatascience.com/386
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385: Advanced Data Topics and People-Centered Data Science
23 juli 2020 · 1 uur 18 min
T. Scott Clendaniel joins to discuss advanced topics in data science and his forecasts for the future in this field. He also talks about the importance of soft skills for data scientists. Lees meer
In this episode you will learn:
Who is Scott Clendaniel? [6:57]
Scott’s role at Franklin Templeton [10:24]
LinkedIn advanced Q&A [13:29]
Tools that Scott uses the most [26:57]
Target mean encoding technique [30:35]
LinkedIn Q&A on models [33:11]
LinkedIn Q&A on soft skills [54:04]
LinkedIn Q&A on forecasts for the future [01:00:19]
Hub and spoke model in Data Science Management [01:08:32]
Scott’s advice for advanced data scientists [01:10:12]
Additional materials: www.superdatascience.com/385
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384: 10 Tips to Become a Master Presenter
17 juli 2020 · 20 min
Today, I discuss best practices for data visualization and how to build on what we learned about cognitive load. Lees meer
Additional materials: www.superdatascience.com/384
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383: You're Not an Imposter, You're Learning: Data Science Journeys
16 juli 2020 · 59 min
Sean Casey joins to discuss his data science journey and how he’s used online courses, secondary resources, and the wider network to help his journey to a data visualization professional. Lees meer
In this episode you will learn:
How Sean and Kirill met at DSGO Virtual [4:25]
Sean’s experience at the virtual event [7:32]
Sean’s journey [10:06]
Do you need the credibility of a degree? [22:01]
Sean’s supplemental readings [24:33]
What can others do to replicate Sean’s success? [39:18]
Sean’s advice for others just starting [50:15]
Additional materials: www.superdatascience.com/383
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382: Manage Cognitive Load in Data Science
10 juli 2020 · 9 min
Today, I discussed the types of cognitive load and how to best utilize them when imparting information through data. Lees meer
Additional materials: www.superdatascience.com/382
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381: How to Avoid Failing at Digital Transformation
9 juli 2020 · 1 uur
Tony Saldanha joins the podcast to discuss the realities of digital transformation and the steps companies must take to successfully transform in this fourth industrial revolution. Lees meer
In this episode you will learn:
Tony’s book on digital transformation [2:51]
What is digital transformation [8:30]
Five stage framework of going through digital transformation [11:13]
Case studies through the stages [16:43]
Why do digital transformations fail? [27:26]
VC portfolio approach [31:21]
Tony’s consulting work and top tips [40:11]
Change management and COVID-19 [44:44]
Disruption vs. digital transformation [51:14]
What does the future hold? [53:50]
Additional materials: www.superdatascience.com/381
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380: Data Analyst vs. Data Scientist
3 juli 2020 · 10 min
Today, I discuss the difference between a data analyst and data scientist and how you can join our team as a potential data analyst. Lees meer
Additional materials: www.superdatascience.com/380
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379: Maelstrom, Chaos, and Mayhem: Guiding Your Data Science Career Path
2 juli 2020 · 56 min
Christopher Bishop speaks on the importance of career tactics in data science and how to prepare and move through the career path you want. Lees meer
In this episode you will learn:
Who is Christopher Bishop? [5:18]
How Christopher developed his advising framework [9:17]
Why data scientists? [12:07]
What is the Future Career Toolkit? [15:54]
How to connect with people as an unknown data scientist [34:09]
What's the intended outcome of the framework? [43:53]
Additional materials: www.superdatascience.com/379
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378: Use Your Unconscious Mind
26 juni 2020 · 10 min
In this episode, I talk about the importance of the unconscious mind in decision making and how logic and reasoning may sometimes hinder you. Lees meer
Additional materials: www.superdatascience.com/378
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377: The Power of Women in STEM
25 juni 2020 · 1 uur 18 min
Deborah Berebichez joins us to discuss her experience as a woman in STEM, her work with upcoming generations of women in STEM, and how she helps facilitate data science trainings. Lees meer
In this episode you will learn:
Deborah's origins [4:21]
Pursuing physics as a Jewish-Mexican woman [9:43]
Deborah's work in helping women in STEM [23:10]
How can companies also aid women in STEM? [28:10]
How can individual data scientists work on creative thinking? [44:31]
Deborah's work at Metis [48:26]
Data literacy done the right way [1:00:33]
The future of data science [1:04:55]
Additional materials: www.superdatascience.com/377
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376: Expose Yourself to New Ideas Regularly
19 juni 2020 · 10 min
In this FiveMinuteFriday, I talk about the need to widen your horizons, expose yourself to more varied disciplines and thought processes, and the benefits you can get in your work from doing this. Lees meer
Additional materials: www.superdatascience.com/376
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375: Utilizing Oracle Cloud as an Enterprise, Small Business, or Developer
18 juni 2020 · 1 uur 13 min
Greg Pavlik joins me for a great talk about the current state of the cloud and how single practitioners and small businesses can take advantage of cloud services. Lees meer
In this episode you will learn:
Will we have cloud-based solutions for VR and working from home? [8:15]
Greg’s career journey [11:50]
From Hadoop to Cloud [23:35]
The cloud element in data science [30:17]
Data science and AI in Oracle [33:00]
Is Oracle more suited for larger companies only? [37:35]
Fundamental differences between Oracle Cloud, Amazon, and Azure [42:12]
Trends in data science and data management [45:14]
Why should someone choose Oracle over any other open source? [52:50]
How does the future of data management look like? [56:00]
5G and edge computing [1:01:36]
Greg’s recommendation to data scientists [1:04:28]
Additional materials: www.superdatascience.com/375
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374: Remember to Wind Down
12 juni 2020 · 8 min
In this episode, I talk about an issue I’ve been having when it comes to phasing my mind out of work and into post-work activities, a concept called “attention residue”. Lees meer
Additional materials: www.superdatascience.com/374
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373: TensorFlow and AI Learnings for Developers
11 juni 2020 · 1 uur
Laurence Moroney sits down to talk about TensorFlow, its community, and his work educating developers in AI and machine learning. We talk about the explosive growth of the community and the great chance for career advancement for all developers, regardless of educational background. Lees meer
In this episode you will learn:
Who is Laurence Moroney? [4:14]
The importance of developers' focus on AI [8:21]
What is TensorFlow and how can it help in AI? [15:53]
Differences in TensorFlow editions [26:26]
Careers and overcoming the fear of AI [31:14]
TensorFlow community [48:46]
What does the future look like? [54:40]
Additional materials: www.superdatascience.com/373
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372: Understanding the P-Value
5 juni 2020 · 17 min
Today, I talk about P-value and proper hypothesis testing as well as the importance of statistical significance. Lees meer
Additional materials: www.superdatascience.com/372
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371: The Power of Memory For Productivity
4 juni 2020 · 1 uur 23 min
Anthony Metivier joins us again for an in-depth discussion about how memory and presence can boost productivity for people in their professional and personal lives. Lees meer
In this episode you will learn:
Anthony’s technique for memorizing names [12:04]
Anthony’s new book and concept of memory [15:45]
Memory and productivity insights [31:44]
Memory palace construction methods [37:30]
How can memory techniques help a data scientist [1:01:30]
Challenge frustration curve [1:07:28]
Further advice and learnings [1:11:59]
Additional materials: www.superdatascience.com/371
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370: What is Support Vector Regression (SVR)?
29 mei 2020 · 10 min
In today’s FiveMinuteFriday episode, I wanted to experience explaining support vector regression without the use of any visual aids. Lees meer
Additional materials: www.superdatascience.com/370
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369: Real Data Analytics for Economics, HR, and COVID-19
28 mei 2020 · 1 uur 6 min
John Johnson joins me for a thoughtful discussion about the importance of data in the world of economics and business analytics. We discuss his academic and professional history until his work now and how his company is sifting through economic data during the COVID-19 pandemic. Lees meer
In this episode you will learn:
Living and working in Washington D.C. [4:11]
John’s initial jobs before Edgeworth [8:41]
Edgeworth's core values [12:01]
Edgeworth Economics and Edgeworth Analytics case studies [16:57]
Data analytics vs. data science [29:50]
Parachuting into industries [36:06]
Real analytics vs. “lip service” [42:11]
HR business analytics [51:13]
How much, as a business owner, should you rely on a consultant? [56:26]
John’s advice to worried business owners [59:24]
Additional materials: www.superdatascience.com/369
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368: Future-Proof Your Career
22 mei 2020 · 10 min
Today, I discuss the best ways to ensure you future-proof your career for the great restructuring of the workforce that technological advancements already brought and will bring even more in the future. Lees meer
Additional materials: www.superdatascience.com/368
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367: Building Data Pipelines for COVID-19 Modeling
21 mei 2020 · 1 uur 18 min
Samuel Hinton joins us again for an important and timely discussion on data pipelines and the work he’s doing to aid research on COVID-19 with the COVID-19 Critical Care Consortium. We also talk about his new online courses and his continued research into dark matter. Lees meer
In this episode you will learn:
Sam’s current work and COVID-19 Critical Care Consortium [4:22]
The COVID data science pipeline and workflow [12:50]
Sam’s second online course [36:22]
Bayesian inference [43:06]
Sam at DSGO Virtual [53:30]
Sam’s work on dark matter [1:01:25]
What is Sam reading right now? [1:09:14]
Additional materials: www.superdatascience.com/367
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366: Define Your Own Success
15 mei 2020 · 7 min
Today, I discuss a profound conversation we had with our team this month on success and how you can define your own success. Lees meer
Additional materials: www.superdatascience.com/366
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365: Deep Learning Models For Recruitment
14 mei 2020 · 1 uur 21 min
Jon Krohn joins me to discuss his work at untapt in designing models for HR purposes. We also discuss the power of data science across fields of medicine and epidemiology, as well as the future of deep learning. Lees meer
In this episode you will learn:
Coronavirus update in New York City [2:36]
What brought Jon to New York? [5:38]
Data science and coronavirus [12:50]
Jon’s work at untapt [18:09]
Techniques used to design models in untapt [22:02]
untapt’s approach to explainability and bias [30:19]
Jon’s other contributions to data science [38:10]
Jon’s book and visual teaching styles [44:32]
LinkedIn Q&A [52:05]
Jon’s recommendation for becoming best at deep learning [1:13:09]
Additional materials: www.superdatascience.com/365
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364: Depression and Suicidal Thoughts
8 mei 2020 · 9 min
Today, I’m talking with Anthony Metivier about practices to help your brain and body, work through the stress of the pandemic. Lees meer
Additional materials: www.superdatascience.com/364
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363: Intuition, Frameworks, and Unlocking the Power of Data
7 mei 2020 · 58 min
Piyanka Jain goes in-depth about the true power of data that can be unlocked when you combine intuition with data science practices and follow a hypothesis-driven framework to reach your project goals. Lees meer
Items mentioned in this podcast:
The power of data plus intuition [5:29]
BADIR framework for data science [12:36]
What can students pick up from Aryng’s courses? [24:58]
SWAT data science teams [34:16]
The rate of successful projects [39:38]
Four D’s of Data Culture [45:27]
Decision science vs data science [49:17]
Piyanka’s inspiration for her book [51:23]
Additional materials: www.superdatascience.com/363
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362: Hybrid AI
1 mei 2020 · 6 min
Today, I’m talking about an interesting topic I found in our own Data Science newsletter about the need for hybrid AI models in the future. Lees meer
Additional materials: www.superdatascience.com/362
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361: How To Succeed As An Analytics Consultant
30 april 2020 · 1 uur 16 min
John David Ariansen joins me for an episode on the best practices for getting into data science consulting, the importance of understanding data science and analytics, and how you can network, even during a pandemic. Lees meer
In this episode you will learn:
Coronavirus and how it will affect the way we work [3:06]
John David’s consulting work [8:19]
Why did John get into consulting? [13:17]
Does John David’s age affect his clients? [25:03]
John David’s podcast [34:59]
The difference between data science and analytics [40:26]
Creating space for opportunities [49:54]
3 top tips for getting a job in data science [54:28]
Additional materials: www.superdatascience.com/361
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360: Importance of Sleep
24 april 2020 · 14 min
In this episode, I’m exploring some topics in proper sleep habits to help you keep good sleep schedules. Lees meer
Additional materials: www.superdatascience.com/360
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359: Tackling Data Science Job Hunting, Interviews & Negotiations
23 april 2020 · 1 uur 10 min
Emily Robinson breaks down her new book “Build a Career in Data Science” by sharing what skills she focuses on exploring, who the data science field is for, and how to tackle interviews and negotiations. Lees meer
In this episode you will learn:
Long-distance networking [5:58]
Emily’s book [9:38]
Who is the field of data science for? [14:02]
Should newcomers use Python or R? [23:34]
Five company archetypes [28:36]
Approaching data science interviews and negotiating [31:25]
How do you actually get an interview? [48:08]
Emily at DSGO 2020 [57:07]
Emily’s final take-home message [58:52]
Where to buy Emily’s book and SDS discount code [1:04:26]
Additional materials: www.superdatascience.com/359
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358: Racism and Discrimination
17 april 2020 · 12 min
In this episode, I’m discussing my personal experience with discrimination during a trip at the start of the pandemic and how it elevated my understanding of racism and discrimination beyond just a cognitive level. Lees meer
Additional materials: www.superdatascience.com/358
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357: Emotions, Relationships, and Being Kind During the Pandemic
16 april 2020 · 1 uur 7 min
Tracy Crossley, a Behavioral Relationship Expert, talks about how you can explore yourself during this difficult time. We also explored how different relationship dynamics can be tested during a forced lockdown and how to avoid dangerous emotional pitfalls. Lees meer
In this episode you will learn:
What work does Tracy do? [5:50]
Tracy’s training [8:20]
Tracy’s view on the consequences of the pandemic [12:55]
Ways to tackle emotions during lockdown [17:14]
Final advice to those struggling during lockdown [1:00:11]
Additional materials: www.superdatascience.com/357
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356: Working Remotely
10 april 2020 · 16 min
Today, I’m helping you explore working remotely. Whether you’ve started doing this during the pandemic or you've been interested in and exploring remote-based jobs recently. I outline three advantages and three disadvantages to consider. Lees meer
Additional materials: www.superdatascience.com/356
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355: DJ Patil on Harnessing the Power of Data Science Community
9 april 2020 · 49 min
DJ Patil talks about ethics in data science and the importance of data science communities working together to make sure data science is an accelerant of solutions for our children and our children’s children. Lees meer
In this episode you will learn:
How does it feel to be the person who created data science as we know it now? [3:17]
What data science is not [6:01]
Ethics and data science development in different countries [10:00]
What is the “biorevolution”? [16:02]
The importance of data sharing [20:10]
The current state of Chief Data Scientist of USA [24:07]
LinkedIn Q&A [26:03]
What to think about when you think about data science [44:08]
Additional materials: www.superdatascience.com/355
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354: Negative Coefficients
3 april 2020 · 14 min
Today I discuss a negative coefficient as a philosophical concept in problem-solving in your life. Do you make things worse by ignoring a problem or doing the wrong things to fix it? Lees meer
Additional materials: www.superdatascience.com/354
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353: How to Practice Human-Centric Data Science
2 april 2020 · 1 uur 16 min
Brian T. O’Neill joins me for an insightful dive into how you can implement human-centric practices into your data work, whether you’re a consultant or individual contributor. There are ways and steps to workshop best practices in conversations with stakeholders. Lees meer
In this episode you will learn:
Brian’s two lives [7:28]
Brian’s human-first focal point [10:05]
The process of Brian’s consulting work [17:07]
How can an individual contributor be better at design thinking? [40:43]
Walkthrough Brian’s course and seminar [54:37]
Additional materials: www.superdatascience.com/353
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352: History of Data Science - Part 5
27 maart 2020 · 14 min
Today, we’re diving into our fifth and final part of our history of data science series by looking into data science’s future through the eyes of five of the most influential people in our space and how they see the next few decades. Lees meer
Additional materials: www.superdatascience.com/352
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351: Self-Starting In Data Science
26 maart 2020 · 1 uur 1 min
Stratos Hadjioannou is a freshly hired data scientist who is self-taught and made the jump to visit DSGO. He talks about his learnings, putting himself in a data science ecosystem, and how to tackle interviews with little experience. Lees meer
In this episode you will learn:
Where did Stratos start? [6:16]
How to keep the momentum for learning [12:20]
Stratos’s goals [19:35]
Planning the steps to getting a data science job [23:01]
Triad for successful interviews [32:47]
Application process [34:53]
Experiences from the first data science job [45:51]
Additional materials: www.superdatascience.com/351
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350: Coronavirus
20 maart 2020 · 6 min
Today, we take some time to discuss the real mental and emotional toll social distancing can take during the coronavirus. How can we effectively tackle each other's needs during this period? Lees meer
Additional materials: www.superdatascience.com/350
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349: Human-in-the-Loop Algorithms in Retail
19 maart 2020 · 1 uur 2 min
Brad Klingenberg talks about the unique way Stitch Fix uses algorithms and human-in-the-loop AI to generate excellent customer experiences and pull ahead of other retailers in the space. Lees meer
In this episode you will learn:
Working in Stitch Fix [5:18]
How does Stitch Fix work? [11:29]
Stitch Fix algorithms tour [20:14]
Open positions in Stitch Fix [36:25]
Stitch Fix takeaways for other companies [39:07]
Humans + machines [44:19]
Stitch Fix global expansion [47:34]
Future of personalization [50:16]
Brad’s advice to data scientists [55:33]
Additional materials: www.superdatascience.com/349
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348: History of Data Science - Part 4
13 maart 2020 · 20 min
In the penultimate episode of our history of data science series, we look at 2015 on and watch as data science goes from being about hard skills and coding to being about ethics and progress. Lees meer
Additional materials: www.superdatascience.com/348
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347: How To Tell Your Story For Career Success
12 maart 2020 · 1 uur 9 min
Kerri Twigg talks with me about her work in helping professionals talk about themselves and tell stories about their passions and professional work to land ideal jobs and propel their career trajectory. Lees meer
In this episode you will learn:
Kerri at DSGO 2019 [6:09]
Who is Kerri Twigg? [8:00]
A case study from DSGO 2019 [9:51]
How do you build a career story? [18:30]
Kerri’s book and practices [32:35]
How to prepare for interviews [43:22]
3-Parts of a career story [56:53]
Additional materials: www.superdatascience.com/347
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346: My Top 5 Productivity Hacks
6 maart 2020 · 15 min
In this FiveMinuteFriday we take a break from our series on the history of data science to discuss productivity and my top 5 hacks for getting more hours out of your day and week. Lees meer
Additional materials: www.superdatascience.com/346
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345: Machine Learning At Twitter
5 maart 2020 · 1 uur 12 min
I speak with Dan Shiebler who works as a machine learning engineer at Twitter Cortex and at the same time, is doing a Ph.D. on applying category theory in machine learning. We discuss his work at Twitter, the importance of academics, and the future of machine learning. Lees meer
In this episode you will learn:
What is great about Twitter [5:31]
Dan’s Ph.D. program [9:25]
Dan’s work at Twitter [18:07]
Dan at DSGO 2020 [35:16]
LinkedIn Q&A [40:25]
Dan’s advice [1:03:58]
Additional materials: www.superdatascience.com/345
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344: History of Data Science - Part 3
28 februari 2020 · 8 min
In the third of five episodes in this series, I journey through 2010 into 2015 to look at the boom of self-driving cars, the growth of data science as a profession, and the beginning of educational paths for future data scientists. Lees meer
Additional materials: www.superdatascience.com/344
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343: Career Jumpstarts through Data Science Retreat
27 februari 2020 · 1 uur 10 min
I speak with Jose Quesada, founder and CEO of Data Science Retreat about the purpose of his program to help data scientists learn and find jobs through a three-month retreat and portfolio project. Lees meer
In this episode you will learn:
Overview of Jose’s current projects [5:55]
"What if I don’t have a tech background?" [09:58]
How does it work? [11:51]
Program structure [21:24]
Tips for picking a portfolio project [26:45]
The program’s next intake [1:03:06]
Additional materials: www.superdatascience.com/343
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342: History of Data Science - Part 2
21 februari 2020 · 9 min
In the second of five episodes in this series, I take a step into the early 2000s and the true boom of data science as a profession and philosophy of study, as well as look at some of science fiction’s failed hopes for data science by this time. Lees meer
Additional materials: www.superdatascience.com/342
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341: Talking Robotics with Brandon Rohrer
20 februari 2020 · 1 uur 16 min
Brandon Rohrer joins me in this special episode about robotics, machine learning, and the merge of software and hardware to create innovative technology for homes around the world. Lees meer
In this episode you will learn:
Brandon at MIT [7:41]
iRobot [15:14]
Moving from Facebook to iRobot [17:14]
Brandon’s work in iRobot [20:18]
Brandon as a data science influencer [30:08]
Q&A [40:40]
Additional materials: www.superdatascience.com/341
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340: History of Data Science - Part 1
14 februari 2020 · 20 min
In this five-episode series, I dive into the history of data science from the beginning of mathematics to today. In this first episode, we start by looking in the 1950s and go up to the dawn of the 2000s. Lees meer
Additional materials: www.superdatascience.com/340
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339: The Power of Coaching
13 februari 2020 · 1 uur 26 min
I sat down with my coach Ivor Lok to discuss the power and importance of coaching and how everyone can use it in their personal and professional lives to become happier. Lees meer
In this episode you will learn:
Managing expectations [9:21]
Personal beliefs & parenting [17:42]
Value of having a coach [25:33]
Mindset over skillset [37:24]
Dream lists [51:06]
Ivor’s new projects [1:03:20]
Additional materials: www.superdatascience.com/339