Super Data Science: ML & AI Podcast with Jon Krohn
Alle afleveringen
1.039 afleveringen, van nieuw naar oud
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488: The Price of Your Attention
16 juli 2021 · 4 min
In this episode, I discuss the simple and cheap ways you can buy yourself more time during the day. Lees meer
Additional materials: www.superdatascience.com/488
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487: Fixing Dirty Data
13 juli 2021 · 43 min
Susan Walsh joins us to discuss the importance of data cleaning and normalization and how clean procurement data can save companies money. Lees meer
In this episode you will learn:
Susan’s “COAT” system [7:16]
The Classification Guru [15:39]
Case studies [22:46]
Susan’s book [30:26]
Additional materials: www.superdatascience.com/487
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486: The History of Calculus
9 juli 2021 · 6 min
In this episode, I go over the world history of calculus and how we still use these techniques today. Lees meer
Additional materials: www.superdatascience.com/486
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485: Financial Data Engineering
6 juli 2021 · 1 uur 6 min
Doug Eisenstein joins us for a great and in-depth conversation on data engineering in the financial sector. Lees meer
In this episode you will learn:
• The founding of Advanti [4:37]
• Aristos and solution products [16:45]
• The kinds of financial industries and how Doug helps [26:25]
• Entity Extraction [34:27]
• Temporality data [44:27]
• How to work with Doug [58:19]Additional materials: www.superdatascience.com/485
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484: Algorithm Aversion
2 juli 2021 · 3 min
In this episode, I discuss interesting research on why humans are so quick to lose faith in algorithms. Lees meer
Additional materials: www.superdatascience.com/484
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483: Setting Yourself Apart in Data Science Interviews
29 juni 2021 · 1 uur 4 min
Andrew Jones joins us to discuss data science interviews and how you can maximize your chances on interview time, resume, and more! Lees meer
In this episode you will learn:
Data Science Infinity [5:40]
“The Essential AI and Data Science Handbook for Recruitment” [17:40]
How can aspiring data scientists set themselves apart? [21:30]
What skillset should data scientists have? [34:36]
Should data science be trying to be data engineers? [41:14]
How can organizations ensure data science projects are a success? [50:50]
Additional materials: www.superdatascience.com/483
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482: Continuous Calendars
25 juni 2021 · 5 min
In this episode, I talk about the advantages of using a continuous calendar. Lees meer
Additional materials: www.superdatascience.com/482
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481: Performance Marketing Analytics
22 juni 2021 · 59 min
Kris Tait joins us to discuss the vast world of digital performance marketing and how automation, data, and optimization play an important role. Lees meer
In this episode you will learn:
What is performance marketing? [3:29]
How can advertisers take advantage of these tactics? [13:04]
The importance of quality data in performance marketing [20:19]
Human value performance marketing [25:30]
How does Croud optimize? [29:05]
What are the best KPIs in this industry? [34:02]
Roles available at Croud now [39:11]
Typical tools at Croud [42:43]
What clients work best for Croud? [48:56]
Additional materials: www.superdatascience.com/481
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480: Top Five Resume Tips
18 juni 2021 · 8 min
In this episode, I go over my top 5 tips for refining your perfect data science resume. Lees meer
Additional materials: www.superdatascience.com/480
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479: Knowledge Graphs
15 juni 2021 · 1 uur 13 min
Maureen Teyssier joins us to discuss the cutting-edge work Reonomy is doing in commercial property real estate and her views and tips on building a great data science team. Lees meer
In this episode you will learn:
Maureen’s work with Reonomy [5:40]
Knowledge graphs and use cases [7:35]
Other tools Reonomy uses [18:58]
What Maureen looks for in potential hires, soft skills and hard skills [26:28]
Hiring at Reonomy [41:40]
Maureen’s tips for growing a data science team [48:55]
Tools to transition from academia to industry [52:45]
Additional materials: www.superdatascience.com/479
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478: Five Keys to Success
11 juni 2021 · 6 min
In this episode, I go over my 5 keys to success to tackle any goal. Lees meer
Additional materials: www.superdatascience.com/478
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477: How to Thrive as an Early-Career Data Scientist
8 juni 2021 · 50 min
Sidney Arcidiacono joins us to discuss her studies and work at Make School and her interest in utilizing AI for healthcare, as well as her tips and strategies for becoming a successful early-career data scientist. Lees meer
In this episode you will learn:
What is Make School? [5:00]
Sidney’s interest in AI and computer science [10:56]
Graph theory and graph convolutional neural networks [19:53]
What tools does Sidney use for her work? [31:16]
Sidney’s internship [36:52]
How other beginners can get involved in data science [38:12]
Sidney’s goals [41:57]
Additional materials: www.superdatascience.com/477
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476: Peer-Driven Learning
4 juni 2021 · 3 min
In this episode, I discuss the amazing benefits of implementing peer-driven learning in your professional life. Lees meer
Additional materials: www.superdatascience.com/476
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475: The 20% of Analytics Driving 80% of ROI
1 juni 2021 · 45 min
David Langer joins us to discuss his work as a data analytics educator and his beliefs in the use of Excel, SQL and R in analytics work. Lees meer
In this episode you will learn:
Intro to Dave on Data [6:50]
20% analytics that drives 80% of ROI [11:04]
The benefits of SQL [19:15]
The uses of R [24:50]
Machine learning [34:15]
Additional materials: www.superdatascience.com/475
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474: The Machine Learning House
28 mei 2021 · 6 min
In this episode, I discuss the architecture of a “machine learning house”, representing the skills and learnings you can use as foundations to build your data science career. Lees meer
Additional materials: www.superdatascience.com/474
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473: Machine Learning at NVIDIA
25 mei 2021 · 1 uur 13 min
Anima Anandkumar joins us to discuss her work as a researcher in machine learning at NVIDIA and a professor at CalTech, and how they often go hand-in-hand and inform each other. Lees meer
In this episode you will learn:
Anima’s recent discovery of yoga [5:20]
How does Anima balance her work? [12:25]
Applications of Anima’s work [14:45]
Tensors [22:55]
Anima’s favorite NVIDIA projects [35:35]
What tools does NVIDIA use? [41:55]
CalTech interdisciplinary science [47:41]
The path to generalized artificial intelligence [57:19]
The skills to have to get into this field [1:00:27]
LinkedIn questions for Anima [1:07:03]
Additional materials: www.superdatascience.com/473
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472: The Learning Never Stops (so Relax)
21 mei 2021 · 3 min
In this episode, I share a note I received from a student who expressed his thoughts on the learning that never stops as he goes through his data science career. Lees meer
Additional materials: www.superdatascience.com/472
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471: 99 Days to Your First Data Science Job
18 mei 2021 · 1 uur 41 min
Kirill Eremenko returns to the SDS podcast as a guest to debunk common myths you may believe about getting a data science job. Lees meer
In this episode you will learn:
What has Kirill been up to? [3:48]
The genesis of the 99-days challenge [5:27]
5 myths about pursuing a data science career [15:49]
First data science jobs [1:00:53]
5 components for success [1:08:19]
Additional materials: www.superdatascience.com/471
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470: My Favorite Books
14 mei 2021 · 6 min
In this episode, I follow up on the popular book recommendation portion of the podcast with my own list of favorite books. Lees meer
Additional materials: www.superdatascience.com/470
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469: Learning Deep Learning Together
11 mei 2021 · 1 uur 12 min
Konrad Körding joins us to discuss his work in educating the next generation in deep learning and his views on the importance of causality in deep learning research. Lees meer
In this episode you will learn:
Konrad’s academic background [3:54]
Neuromatch Academy [5:23]
Artificial general intelligence [35:02]
Defining deep learning [41:24]
Symbol representation [44:12]
Konrad’s career journey [47:25]
What other skills should you develop for the future? [52:46]
What is the future of intelligence in our timeline? [56:37]
Additional materials: www.superdatascience.com/469
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468: The History of Data
7 mei 2021 · 8 min
In this episode, I tackle another historical topic: the history of data. Lees meer
Additional materials: www.superdatascience.com/468
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467: High-Impact Data Science Made Easy
4 mei 2021 · 1 uur 17 min
Noah Gift joins us to discuss how he believes data science urgency and the end of hierarchies will change the world for the better. Lees meer
In this episode you will learn:
Catch up with Noah [2:50]
Educational options to pursue in data science [13:09]
Outside university education [24:06]
Noah as a prolific author [28:15]
Urgent applications of technology [37:34]
Noah’s income streams color code [48:38]
How to harness our free time to solve big problems [54:13]
Noah’s Coursera course [1:09:12]
Additional materials: www.superdatascience.com/467
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466: Good vs. Great Data Scientists
30 april 2021 · 8 min
In this episode, I go over what separates a good data scientist from a great one in skills, practices, and approach. Lees meer
Additional materials: www.superdatascience.com/466
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465: Analytics for Commercial and Personal Success
27 april 2021 · 59 min
Konrad Kopczynski joins us to discuss how data, tracking, analytics, and key performance indicators can help your professional and personal development. Lees meer
In this episode you will learn:
What does Konrad do [3:40]
Tools and techniques used in Impakt Advisors [10:35]
Impakt’s unique hiring model [18:53]
How does Impakt manage remote work [21:36]
Konrad’s professional history and daily structure [28:42]
Konrad’s Iron Man triathlon [44:11]
Konrad’s years’ long project on presidential biographies [47:46]
Additional materials: www.superdatascience.com/465
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464: A.I. vs Machine Learning vs Deep Learning
23 april 2021 · 7 min
In this episode, I tackle three often conflated terms - AI, machine learning, and deep learning - to shine some light on what exactly they are. Lees meer
Additional materials: www.superdatascience.com/464
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463: Time Series Analysis
21 april 2021 · 56 min
Matt Dancho joins us to discuss his various packages for time series analysis and his courses on the topic through his company Business Science. Lees meer
In this episode you will learn:
How Matt got into time series library development [4:22]
Business Science [7:00]
R Shiny [9:36]
Matt’s 6 time series models [14:11]
Timetk [15:02]
Modeltime [29:32]
Gluon package [36:04]
Modeltime Ensemble [43:12]
Modeltime H2O [45:22]
Modeltime Resample [48:10]
Additional materials: www.superdatascience.com/463
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462: It Could Be Even Better
16 april 2021 · 4 min
In this episode, I discuss taking a positive approach to the good things that happen in life, rather than focusing on potential negative outcomes. Lees meer
Additional materials: www.superdatascience.com/462
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461: MLOps for Renewable Energy
15 april 2021 · 1 uur 10 min
Sam Hinton joins us to discuss his work since assisting COVID-19 data pipelines, now working in renewable energy and applications of ML and MLOps for the industry. Lees meer
In this episode you will learn:
Catching up with Sam [3:05]
Updates on the COVID-19 data pipelines [7:07]
Sam’s current work at Arenko [10:41]
Sam’s stint on Survivor, PhD, and his software engineering background [16:32]
Machine learning in renewable energy [35:23]
Sam’s day-to-day tools [49:33]
How can listeners utilize MLOps [53:08]
Sam’s forthcoming novel [59:05]
Additional materials: www.superdatascience.com/461
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460: The History of Algebra
9 april 2021 · 11 min
In this episode, I talk about the ancient history of algebra, an important component of data science today. Lees meer
Additional materials: www.superdatascience.com/460
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459: Tackling Climate Change with ML
8 april 2021 · 46 min
Vince Petaccio joins us to discuss how he sees data science, ML, and AI making positive impacts in the fight against climate change. Lees meer
In this episode you will learn:
Where in the world is Vince? [2:08]
Vince’s interest in climate science [4:33]
The Citizen’s Climate Lobby [9:12]
Where data science comes in [13:28]
Risks of relying on tools [31:54]
How can you make an impact? [37:28]
Additional materials: www.superdatascience.com/459
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458: Behind the Scenes
2 april 2021 · 4 min
In this week’s episode, I take you behind the scenes of our video tutorial productions to see what goes into making our tutorials. Lees meer
Additional materials: www.superdatascience.com/458
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457: Landing Your Data Science Dream Job
1 april 2021 · 1 uur 1 min
Harpreet Sahota joins us to discuss his data science mentorship work outside his day job and how you can land your dream job. Lees meer
In this episode you will learn:
Harpreet’s current life and location [2:25]
Data Community Content Creator Awards [8:37]
The Artists of Data Science Podcast [14:46]
Data Science Dream Job [24:18]
Harpreet’s day job at Price Industries [30:48]
Coming in data science from a non-data background [40:55]
Tools and skills to know [47:57]
Additional materials: www.superdatascience.com/457
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456: The Pomodoro Technique
26 maart 2021 · 7 min
In this week’s episode, I talk about one of my favorite time management techniques: the Pomodoro technique. Lees meer
Additional materials: www.superdatascience.com/456
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455: Legal Tech, Powered by Machine Learning
25 maart 2021 · 58 min
Horace Wu joins us to discuss his work on Syntheia, a unique product that helps sift through massive amounts of legal data to augment the capacities and function of law firms. Lees meer
In this episode you will learn:
Horace’s life and work in New York City [5:00]
Syntheia and Horace’s role there [6:25]
Horace’s background [12:07]
Nearmap [16:35]
Syntheia NLP use cases [21:46]
Design, coding, and the team [34:19]
What skills does one need for this field? [41:41]
What would Horace do differently and what is he excited for? [46:15]
Additional materials: www.superdatascience.com/455
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454: The Staggering Pace of Progress Part 2
19 maart 2021 · 7 min
In this episode, I continue my discussion about the quick-paced growth of technology and how it impacts different fields. Lees meer
Additional materials: www.superdatascience.com/454
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453: Big Global Problems Worth Solving with Machine Learning
18 maart 2021 · 1 uur 22 min
Stephen Welch joins to go over his year-end 2020 list of 10 important questions and pain points that machine learning can improve. Lees meer
In this episode you will learn:
Welch Labs on YouTube [4:54]
What Stephen’s been up to [7:56]
Stephen’s 2020 year-end blog post [10:11]
Stephen’s reflections on 10 areas worth focusing on [16:25]
Additional materials: www.superdatascience.com/453
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452: The Staggering Pace of Progress
12 maart 2021 · 6 min
In this week’s episode, I discuss how technology propelled the recruitment industry forward and continues to do so today. Lees meer
Additional materials: www.superdatascience.com/452
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451: Translating PhD Research into ML Applications
11 maart 2021 · 1 uur 16 min
Dan Shiebler joins us to discuss his category theory Ph.D. program, his full-time job at Twitter, and how the two crossover and combine in his overall data work. Lees meer
In this episode you will learn:
Dan’s neuroscience undergrad and MATLAB [4:12]
Dan’s Ph.D. timeline and research [14:01]
How to start a Ph.D. while working full time [22:45]
Dan’s work at TrueMotion and label data [30:39]
Dan’s title and role at Twitter [39:15]
Specific projects at Twitter [44:09]
What skills someone should bring to a Twitter job interview [52:06]
What machine learning approaches will be important in the future? [1:00:38]
Additional materials: www.superdatascience.com/451
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450: Yoga Nidra
5 maart 2021 · 30 min
This week, Jon talks with Steve Fazzari about the physical and emotional benefits of practicing Yoga Nidra. Lees meer
Additional materials: www.superdatascience.com/450
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449: Fairness in A.I.
4 maart 2021 · 1 uur
Ayodele Odubela joins us to discuss fairness in AI and how we can work towards a more equitable and transparent world of data science and machine learning. Lees meer
In this episode you will learn:
Comet ML [3:22]
What is a data science evangelist? [7:08]
FullyConnected [12:04]
Imposter Syndrome and Ayodele’s book [15:57]
What Ayodele wished she learned from grad school [20:25]
Uncovering Bias in Machine Learning [27:00]
Where can we affect this positive change in fairness? [31:08]
The potential for a rosy future [49:20]
Ayodele’s LinkedIn Learning course [52:24]
Additional materials: www.superdatascience.com/449
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448: How to be a Data Science Leader
26 februari 2021 · 5 min
This week, I answer your questions about how to take yourself from data science practitioner to data science leader. Lees meer
Additional materials: www.superdatascience.com/448
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447: Commercial ML Opportunities Lie Everywhere
25 februari 2021 · 58 min
Michael Segala joins us to discuss how machine learning can provide creative and novel solutions to longstanding problems in both the private and public sectors. Lees meer
In this episode you will learn:
SFL Scientific [4:20]
SFL’s example work [10:55]
Public sector vs private sector work [20:28]
Michael’s day-to-day [30:18]
What is Michael looking for in the people he hires? [33:38]
Michael’s career journey [41:39]
What is Michael excited about for the future? [48:38]
Additional materials: www.superdatascience.com/447
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446: Getting Started in Machine Learning
19 februari 2021 · 7 min
This week I answer your questions about machine learning and how to educate yourself further in the field. Lees meer
Additional materials: www.superdatascience.com/446
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445: Conversational A.I.
18 februari 2021 · 55 min
Sinan Ozdemir joins us to share his work in conversational AI and what it takes to keep chatbots up to date and functional in an ever-changing world. Lees meer
In this episode you will learn:
Kylie.ai under Directly [4:51]
Sinan’s day-to-day work and tools [10:45]
Use cases [18:27]
AutoML’s role in these processes [21:55]
What hard or soft skills are needed for this work? [29:32]
Sinan’s background in teaching [34:58]
Sinan’s history in pure math and applied math [39:44]
Sinan’s math tattoos [43:48]
Additional materials: www.superdatascience.com/445
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444: Future-Proofing Your Career
12 februari 2021 · 6 min
In today’s episode, I answer your questions on how to best future-proof your data science career in AI, AutoML, and model interpretability. Lees meer
Additional materials: www.superdatascience.com/444
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443: The End of Jobs
11 februari 2021 · 1 uur 7 min
Jeff Wald joins us to discuss his book and the research he has done into the data and trends around the job market, the decline of the 9-5 office job, and more. Lees meer
In this episode you will learn:
The Birthday Rules [3:51]
A history of work [7:41]
The myth of the lifetime contract [12:15]
What the data says about now [21:02]
On-demand labor market [25:34]
Remote work [32:09]
What role will automation play? [46:27]
Future of employment from the study lens [48:30]
Additional materials: www.superdatascience.com/443
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442: Data Science as an Atomic Habit
5 februari 2021 · 7 min
In today’s episode, I discuss how focusing on process and habit building can provide more for you and your professional progress than simply chasing a goal. Lees meer
Additional materials: www.superdatascience.com/442
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441: Communicating Data Effectively
4 februari 2021 · 56 min
Kate Strachnyi joins us to discuss her work in data visualization education from conferences to published books as well as her tips for visualization best practices. Lees meer
In this episode you will learn:
What does Kate do (from her children’s perspective) [1:56]
What kind of tools does Kate employ? [5:19]
Kate’s day-to-day [13:03]
DATAcated Conference [16:03]
How do you amass a big LinkedIn following? [20:39]
Kate’s four published books [29:55]
The guidelines to follow to succeed in this field [37:00]
What’s next for Kate? [41:24]
Additional materials: www.superdatascience.com/441
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440: MuZero: Learning Without Rules
29 januari 2021 · 5 min
In this episode, I continue my discussion on the leaps we’re making towards AGI, by looking at MuZero. Lees meer
Additional materials: www.superdatascience.com/440
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439: Deep Learning for Machine Vision
28 januari 2021 · 49 min
Deblina Bhattacharjee joins us to talk about her amazing work in computer vision and give advice for getting into and excelling in the field. Lees meer
In this episode you will learn:
Deblina’s master’s program work [4:03]
Deblina’s computer vision research and Ph.D. [11:46]
Deblina’s drumming hobby [20:18]
The daily work [24:40]
What key skills do you need as a data scientist? [33:21]
How can a data scientist prepare for the future? [37:03]
How does Deblina tackle time management? [40:24]
Additional materials: www.superdatascience.com/439