Super Data Science: ML & AI Podcast with Jon Krohn
Alle afleveringen
1.039 afleveringen, van nieuw naar oud
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288: Love Yourself
16 augustus 2019 · 12 min
Can you pick one activity to implement for yourself this week to engage in loving yourself? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/288
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287: How To Be Social About Data Science
15 augustus 2019 · 1 uur 6 min
In this episode of the SuperDataScience Podcast, I chat with a data scientist, public speaker and the mastermind behind the Let’s Go Data Science meetups, Ashwin Chirag. You will learn why it is very important to attend meetups and what are the benefits and advantages you get from meetups. You will hear some great stories on how in-person connections with data scientists can take your career to the next level. You will also hear Ashwin’s experience in standup comedy and what it has taught him. And finally, you will hear how attending meetups, attending conferences such as DataScienceGO has changed the trajectory of Ashwin’s life. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/287
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286: Solitude Deprivation
9 augustus 2019 · 11 min
Can you give yourself an hour this weekend to physically separate from your phone? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/286
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285: Bringing Dev & Diverse Communities Into Data Science
8 augustus 2019 · 1 uur 16 min
In this episode of the SuperDataScience Podcast, I chat with the top contributor on Stack Overflow, Jon Skeet. You will learn what is versioning, how that affects developers and how that affects data scientists. You will hear about compiled versus interpreted languages, what is the silver bullet in cold diagnostics, what kind of problems you want to diagnose and the 'divide and conquer' principle. You will also hear about the importance of community, what it means to be part of a community and how communities grow, what you can do as a data scientist to make our community be more inclusive, more welcoming and prosper further. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/285
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284: Proximity is Power
2 augustus 2019 · 10 min
Who in your life can you get more inspiration and learning from by increasing your proximity? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/284
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283: Getting The Most Out of Data With Gradient Boosting
1 augustus 2019 · 1 uur 2 min
In this episode of the SuperDataScience Podcast, I chat with one of the key people behind the Python package scikit-learn, Andreas Mueller. You will learn about gradient boosting algorithms, XGBoost, LightGBM and HistGradientBoosting. You will hear Andreas's approach to solving problems, what machine learning algorithms he prefers to apply to a given data science challenge, in which order and why. You will also hear about problems with Kaggle competitions. You will find out the four key questions that Andreas recommends to ask when you have a data challenge in front of you. You will learn about his 95% rule to creating models, and creating success in business enterprises with the help of machine learning. And, finally, you will also learn about the Data Science Institute at Columbia University. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/283
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282: Learning Something New
26 juli 2019 · 11 min
What can you spend time learning that’s new to you and how can it help your lifestyle and career? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/282
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281: Futureproofing Your Digital Marketing Tactics
25 juli 2019 · 1 uur 6 min
In this episode of the SuperDataScience Podcast, I chat with the Founder and Director of Digital Strategy at Webfor, Kevin Getch. You will learn what digital assistants are and where they're going with the help of people like Ray Kurzweil at Google. You will hear Kevin's philosophy on 'what gets measured gets managed' and what it means for marketing and data science. You will also learn why websites are less and less important, how segmentation is slowly transitioning to personalization, creating amazing customer experiences, disk profiles, natural language processing, and computer vision and their role in the future of marketing. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/281
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280: Gap Year
19 juli 2019 · 10 min
Is there a period in your life you can look at and feel grateful for your freedom and experience? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/280
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279: Embedding Data Science in Business
18 juli 2019 · 1 uur 9 min
In this episode of the SuperDataScience Podcast, I chat with Head of Data Science at Scribd, Kevin Perko. You will learn what it's like to be a data science manager, or a data science leader, and what it's like to manage a team, and more so two teams, in two different locations, and how that is different to actually doing the technical work. Also, you'll learn about the Book Genome Project at Scribd, what it's like when a company sees data science as a product, as opposed to an auxiliary function, and a very valuable concept of decentralized, or embedded teams, versus core data science teams and the advantages and disadvantages of each approach. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/279
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278: Your Core Strength
12 juli 2019 · 16 min
What do you do extremely well that no one else around you does quite as well and how can you leverage it? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/278
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277: The New Age of Reason
11 juli 2019 · 1 uur 4 min
In this episode of the SuperDataScience Podcast, I chat with Serial Entrepreneur, Khai Pham. You will learn why data science is an advantage in terms of mindset even to be an entrepreneur. You will hear about general artificial intelligence versus superintelligence, what are the differences and why you don't really need general artificial intelligence to get to superintelligence. You'll also learn how questions are more important than answers, and hence the reasoning engine versus a search engine. You'll hear about Khai's experience in becoming a founder of companies. You'll learn what the whole idea of reasoning is and why companies need to move from data-driven and machine learning-driven to reasoning-driven. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/277
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276: Data Science in Wealth Management
5 juli 2019 · 16 min
How can you use these processes in your industry? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/276
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275: Machine Learning Through Reinforcement & Contextual Bandits
4 juli 2019 · 1 uur 2 min
In this episode of the SuperDataScience Podcast, I chat with the Machine Learning Research Scientist, John Langford. You will hear about unsupervised, supervised learning and reinforcement learning, and the differences between the three. You will learn about applications of contextual bandits and reinforcement learning in general, YOLO style algorithms versus simulator algorithms, technics for avoiding local optimums. You will also learn about the balance between exploration and exploitation, learning to search and active learning. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/275
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274: Ask the Right Question
28 juni 2019 · 14 min
What has happened to you recently that could call for clarity from a mentor or coach? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/274
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273: Predict, Prevent, Detect: Cyber Security
27 juni 2019 · 1 uur 6 min
In this episode of the SuperDataScience Podcast, I chat with Matthew Rosenquist, one of the top leading world experts in the space of cybersecurity. You will learn what balance in cybersecurity means and what the dark web is. You will hear how Matthew's career developed and how he thinks about the strategy of cybersecurity. You will also learn about the valuable role of data science in cybersecurity and the steps you can take to get into this space. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/273
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272: Data Science in Energy
21 juni 2019 · 14 min
How can you use data science to help keep the energy industry helpful and ethical towards the planet and future generations? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/272
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271: Making the Public Graphically Literate
20 juni 2019 · 1 uur 6 min
In this episode of the SuperDataScience Podcast, I chat with the legend of visual journalism, Alberto Cairo, who talks about understanding if your data is measuring the right thing that you want to be measuring. You will hear about Simpson's paradox and the ecological fallacy. You will learn about the four kinds of literacy, exploratory data analysis versus communicating results, and how to create a narrative structure in your visualization and convey the insights in a certain way so that people can better understand them. And finally, you will hear about ethics in data visualization. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/271
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270: The Cold is My Master
14 juni 2019 · 25 min
How can you leverage this to help you focus on your work in data science? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/270
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269: Maximizing Advertising Efforts With Data
13 juni 2019 · 1 uur 4 min
In this episode of the SuperDataScience Podcast, I chat with Justin Fortier, the principal data scientist at ViralGains. You will hear about ad tech, performing insights, getting insights, and making decisions within milliseconds with data science. You will learn about the business impact, why business impact is ultra-important, and on the other hand, why user experience is an ultra-important factor for a data scientist to consider more and more in today's world. You'll also learn about Justin's path from managing data scientists at large organizations, to being the single data scientist at smaller startups and you will hear some very interesting decisions he made throughout his career. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/269
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268: Data Science in Insurance
7 juni 2019 · 16 min
How can you see data science disrupting and progressing the insurance industry in the future? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/268
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267: Achieving Data Science Maturity
6 juni 2019 · 57 min
In this episode of the SuperDataScience Podcast, I chat with Manasi Vartak, founder and CEO at Verta.ai. You will learn about model tracking, versioning, and maintenance. You will also learn what data maturity means and what are the 3 areas where top-tier data science teams are investing in. You will hear a great discussion about the boom that will happen with machine learning in the next 3 years and what you can do to prepare your career or your business for the future. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/267
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266: Exploration vs Exploitation
31 mei 2019 · 15 min
Where are you overexploiting patterns in your life and where can you be more open to some exploration? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/266
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265: Data Science in the World of Big Data
30 mei 2019 · 1 uur 2 min
In this episode of the SuperDataScience Podcast, I chat with Frank Kane, an expert and top instructor in the field of big data, who also worked in Amazon for 10 years. You will learn how data science and big data have been different but are now converging into something that is very intertwined. You will hear about recommender systems such as user-based and item-based collaborative filtering as well as other types of recommender systems and where this space of recommender systems is going. You will also hear about singular value decomposition or SVD model-based methods, deep learning and Amazon DSSTNE. And in the end, you will learn some very valuable tips on how to get hired by big companies like Amazon. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/265
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264: Data Science in Agriculture
24 mei 2019 · 11 min
How do you see data science continuing to improve the world’s most important industry? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/264
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263: Communicating Data
23 mei 2019 · 1 uur 1 min
In this episode of the SuperDataScience Podcast, I chat with Eoin Murray, the founder of Kyso.io, a platform where you can blog about your data science projects using tools such as Jupyter notebooks. You will learn what the platform means for data scientists and how you can use it to build your online presence and online portfolio. You will hear about startups and how you can jump into creating a startup, what accelerators are, what angel investors are, and what venture capital funds are. Yu will also hear where data science is going and whether or not data science should be a certified profession. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/263
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262: You Cannot Make Progress Without a Routine
17 mei 2019 · 11 min
How can you put a routine on a goal you’re trying to achieve? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/262
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261: Succeeding in Data Science with the Trichotomy of Control
16 mei 2019 · 1 uur 3 min
In this episode of the SuperDataScience Podcast, I chat with Andrei Lyskov, a data science writer, who shares not only his experience but also his research and his thoughts and ideas in the space of getting a job in data science. You will learn about the trichotomy of control and the stages involved in job interviews in data science. You will also learn about the importance of referrals and portfolio, and you will hear about learning how to learn. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/261
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260: Data Science in Real Estate
10 mei 2019 · 13 min
How can we, as data scientists, scale the existing technologies in real estate? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/260
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259: Building Machine Autonomy With Neural Networks
9 mei 2019 · 1 uur
In this episode of the SuperDataScience Podcast, I chat with Stephen Welch, a computer vision and neural networks expert who will share a ton of information about the space of self-driving cars. You will learn about self-driving cars starting from the history of neural networks and how that was associated with self-driving cars from the '60s, '70s, '80s and all the way until now. You'll also learn about autonomous driving and the three components in the neural networks related to autonomous driving and what they are and how they work. You will find out about the five different levels of autonomous driving and what to expect in the next 10-20 years. You will hear a case study of how machine learning can be applied to historically older industries and you will also hear some very valuable career advice. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/259
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258: Eating S.L.O.W.L.Y.
3 mei 2019 · 18 min
How can you work S.L.O.W.L.Y. into your daily routine? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/258
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257: AI: How Far We Haven’t Actually Come
2 mei 2019 · 1 uur 2 min
In this episode of the SuperDataScience Podcast, I chat with Melanie Mitchell, one of the leading researchers in the field of AI. You will learn about complexity, what it is and how it works, and how it can be seen in different areas of life. You will hear about common sense, meta-cognition, explainable AI, and you will also hear Melanie's ideas and thoughts on the future of AI, which break down into two areas which you'll find out in this podcast. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/257
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256: Data Science in Transportation
26 april 2019 · 14 min
How do you see data science assisting in the transportation industry in the future? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/256
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255: Diving Into Computer Vision
25 april 2019 · 56 min
In this episode of the SuperDataScience Podcast, I chat with the founder of PyImageSearch.com, Adrian Rosebrock, who gives us a great overview of the space of computer vision. You will learn what computer vision was in the past, what it is now, and most importantly, what it will be in the future and what you need to prepare for if you're interested in computer vision. You will also learn about OpenCV and how to quickly get started with it as it is one of the most popular libraries and tools for computer vision in the world right now. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/255
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254: Two Wolves
19 april 2019 · 6 min
What negative and positive emotions do you find most often acknowledging in yourself? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/254
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253: Solving Problems With Data Science & Uber
18 april 2019 · 1 uur 15 min
In this episode of the SuperDataScience Podcast, I chat with Associate Professor at the University of California San Diego, Bradley Voytek, who was the first data scientist, and the person to kickstart data science at Uber. You will hear a lot about his past work at Uber and his current work at UCSD. You will learn 4 valuable philosophical points about data science being a separate field and you will also learn what data science skills can help you resist automation. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/253
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252: Data Science In Construction
12 april 2019 · 13 min
What other problems in construction can you think of that data science could offer a solution for? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/252
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251: Transforming the Identity Authentication Space
11 april 2019 · 1 uur 5 min
In this episode of the SuperDataScience Podcast, I chat with the CEO and Data Scientist at TypingDNA. You will hear about a brand new industry which is transforming everything we know about security. You will learn about typing biometrics and how it works and how machine learning and data science enable this industry to go forward. You will also hear what is like to run a data science startup and how to go from an idea to research and finally to creating a business. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/251
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250: Guilt vs Shame
5 april 2019 · 14 min
How can you pivot your way of talking about actions and yourself to make negative feelings productive? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/250
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249: Diving Into Data Science Consulting
4 april 2019 · 1 uur 11 min
In this episode of the SuperDataScience Podcast, I chat with the CEO and Co-Founder of SFL Scientific, Michael Segala, who is joining us for the second time to share his overview of data science consulting and data science projects overall. You will hear some amazing case studies which include healthcare imaging, logistics and supply chain, and the space of energy. You will also learn about the challenge of small data and how to deal with unbalanced data sets. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/249
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248: Data Science in Government
29 maart 2019 · 13 min
How has data science implementation in government helped improve your community? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/248
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247: The Science Fact of Technology, AI, & Social Media
28 maart 2019 · 59 min
In this episode of the SuperDataScience Podcast, I chat with Pablos Holman, the famous hacker, inventor, and entrepreneur. You will hear how artificial intelligence is impacting the world, what Maslow's hierarchy of needs is, and how that is affected by technology. You will also hear what roles Data Science and machine learning are playing in the future of the world. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/247
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246: Boost Your Self-Confidence
22 maart 2019 · 16 min
How will you prepare yourself for imperfection going forward? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/246
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245: Knowing What You Need to Know With Data Science
21 maart 2019 · 1 uur 1 min
In this episode of the SuperDataScience Podcast, I chat with the Seasoned Executive Luis Blanco about his amazing career journey from which you will gain very valuable insights for your career development. Also, you will learn about fact-based decision-making cultures, how to create and nurture them and you will also learn about cross-departmental work and sharing models between departments. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/245
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244: Data Science in Entertainment
15 maart 2019 · 16 min
How do you experience data science in your everyday use of entertainment media? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/244
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243: Geospatial Analytics: Where Data Science & Actuarial Science Meet
14 maart 2019 · 1 uur 6 min
In this episode of the SuperDataScience Podcast, I chat with the Senior Underwriter Dominic Roe about his actuarial work and the pioneering and implementation of a risk assessment method he’s utilized for insurance companies that’s now widespread across Australia. You will hear a very detailed explanation of how he built his model. You will also learn about geodemographic segmentation and hear some very interesting use cases of geodemographic segmentation in data science. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/243
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242: Meditation
8 maart 2019 · 12 min
Do you use meditation to more efficiently filter your thoughts during both work and leisure time? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/242
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241: Pushing the Boundaries in Mental Healthcare with Data Science
7 maart 2019 · 1 uur 1 min
In this episode of the SuperDataScience Podcast, I chat with Dr. Guillermo Cecchi about the role of data science in medical research and maybe even the future of artificial intelligence. You will learn how data science and artificial intelligence are pushing the boundaries of mental healthcare. You will hear some very interesting approaches about getting insights from audio samples of patients’ voices and their speech and you will also learn about the development of some fascinating techniques, like transferring intuitive knowledge from professionals in the healthcare field into algorithms. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/241
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240: State of Artificial Intelligence in Business
1 maart 2019 · 32 min
How would you approach adopting AI into your business? Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/240
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239: From Candidate to Career: Pathways for Data Scientists
28 februari 2019 · 1 uur 4 min
In this episode of the SuperDataScience Podcast, I chat with the Data Science Headhunter and Head of Analytics Recruitment at IT Search and Selection, Adrian Clarke. You will learn about the state of the data science industry globally and the different data science roles that exist in the world. You will also learn what to expect in terms of data science salaries and why there is a huge demand for data scientists. You will hear about the concept of hybrid professional and a lot of valuable career insights. Lees meer
If you enjoyed this episode, check out show notes, resources, and more at www.superdatascience.com/239