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SuperDataScience
Summary: The SuperDataScience podcast brings you the latest and most important machine learning, artificial intelligence, and broader data-world topics from across both academia and industry. As the quantity of data on our planet doubles every couple of years and this trend is set to continue for decades to come, there's an unprecedented opportunity for you to make an enormous impact in your lifetime. 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, and commercialization − everything you need to crush it with data science.
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- Artist: SuperDataScience Podcast - Skyrocket Your Career
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Podcasts:
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. Additional materials: www.superdatascience.com/338
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. 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
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
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
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
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
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
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
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
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. • 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
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
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
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. Additional materials: www.superdatascience.com/326
I went over the 7 top learnings I took from this exciting year of ups, downs, and incredible adventures and explorations. 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
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. Additional materials: www.superdatascience.com/324