James Le

Datacast

Datacast follows the narrative journey of data practitioners and researchers to unpack the career lessons they learned along the way. James Le hosts the show. datacast.substack.com

Author

James Le

Category

Technology

Podcast website

datacast.substack.com

Latest episode

Mar 1, 2024

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Episodes

Episode 19: Data Science in South Africa with Tristan Bergh 13.08.2019

Show Notes: (2:35) Tristan talked about his undergraduate experience studying Aeronautical Engineering from the University of Witwatersrand in South Africa. (4:10) Tristan discussed his Technical Director experience at a company called Y2K Tec, where he managed developers working on tools using Visual C++, SQL Server, and Windows Server. (5:11) Tristan talked about his 3 years working as a solutio...

Episode 18: NLP at Crisis Text Line with Ankit Gupta 25.07.2019

Show Notes: (2:04) Ankit discussed his college experience at the Amity School of Engineering and Tech in which he studied Computer Science and Engineering. (3:34) Ankit talked about his first role out of school as a Senior Solution Integrator role at Ericsson . (5:20) Ankit talked about a unique aspect of his role at Ericsson, which was global collaboration and communication with clients all over...

Episode 17: Computer Vision Research with Genevieve Patterson 16.07.2019

Show Notes: (2:09) Genevieve discussed her undergraduate experience studying Electrical Engineering and Mathematics at the University of Arizona . (3:18) Genevieve talked about her Master’s work in Electrical Machines from the University of Tokyo . (6:59) Genevieve went in-depth about her research work on transverse-flux motor design during her Master’s, in which she won the Outstanding Paper awar...

Episode 16: Bayesian Probabilistic Programming with Peadar Coyle 06.07.2019

Show Notes: (2:02) Peadar discussed his undergraduate experience studying Physics and Philosophy at the University of Bristol . (3:05) Peadar then pursued a Master’s degree in Mathematics from the University of Luxembourg , where he did a thesis on machine learning for time series forecasting. (4:16) Peadar commented on his varied work experience with various companies, particularly on data maturi...

Episode 15: Thoughts on Data Science from the perspective of a behavioral scientist with Nick Gaylord 27.06.2019

Show Notes: (2:06) Nick talked about earning his Ph. D. degree in Psycho-Linguistics from the University of Texas at Austin . (3:58) Nick discussed his Ph. D. dissertation, in which he looked at the role of domain-general decision making processes in human language comprehension. (8:41) Nick talked about his teaching experience in graduate school, as well as why UT-Austin is a perfect place to stu...

Episode 14: Overcoming Impostor Syndrome with Conor Dewey 02.06.2019

Show Notes: (2:04) Conor recalled his undergraduate experience studying Computational Modeling and Data Analytics at Virginia Tech . (4:07) Conor emphasized the importance of learning data structures and algorithms for interview prep. (5:57) Conor mentioned his Data Analytics internship at MasterCard after his sophomore year. (7:35) Conor talked about his involvement with the Bio-Complexity Instit...

Episode 13: Transition from Academia to Data Science with Martina Pugliese 30.04.2019

Show Notes: (2:20) Martina recalled her experience getting Bachelor, Master’s, and Ph. D. degrees in Physics from Sapienza Università’ di Roma . (3:35) Martina discussed her Ph. D. thesis, in which she looked at the study of Complex Systems related to Linguistics and studied how natural language evolves in time. (6:04) Martina talked about her experience doing the S2DS bootcamp in London after fin...

Episode 12: Data Science in Consulting with Jim Leach 18.03.2019

Show Notes: (2:16) Jim recalled his experience getting a Bachelor Degree in Chemistry at the University College of London . (4:01) Jim talked about the analytical skills that he got out from his Chemistry degree. (5:09) Jim gave a brief background overview of his employer KPMG , one of the big 4 consulting firms. (6:56) Jim shared the major challenges of applying scientific rigor to identify and q...

Episode 11: Psychology and Neuroscience in Data Science with Francisco Javier Carrera Arias 06.03.2019

Show Notes: (2:10) Francisco recalled his experience getting a Bachelor of Science Degree in Psychology from Nova Southeastern University . (3:42) Francisco gave a brief overview of the field of Behavioral Neuroscience . (4:19) Francisco gave some recommendation for people who are interested in learning more about behavioral psychology and neuroscience. (5:39) Francisco discussed his research thes...

Episode 10: Linguist turned Data Scientist with Matthias Raess 22.02.2019

Show Notes: (2:22) Matthias recalled his experience getting a Master’s Degree in English, History, and Political Science from the University of Regensburg in Germany. (3:19) Matthias discussed his Master’s Thesis looking at the formation and transformation of 9/11-memory in American news weeklies as well as the importance of project management skills. (6:00) Matthias talked about his 2 years with...

Episode 9: Diving Into Data Engineering with Mark Sellors 01.02.2019

Show Notes: (2:05) Mark revisited his brief stint during college back in the 90s. (3:38) Mark’s first job as a Business Consultant at Dixon Stores Group was a humbling experience. (5:41) Mark stressed the importance of customer empathy that lasts with him throughout his career. (6:45) Mark talked about his next long-term job as a Configuration & Support Engineer at Orange PCS , where he built...

Episode 8: From Underwater Communication to Data Science with Chintan Shah 25.01.2019

Show Notes: (2:07) Chintan talked about his undergraduate education in India at the Dharmsinh Desai University , studying Electronics & Communication. (2:53) Chintan recalled the most useful knowledge from his undergraduate experience. (3:42) Chintan explained his decision to pursue a Master degree in Communication and Signal Processing at Newcastle University in the UK. (5:09) Chintan discuss...

Episode 7: Building Open-Source R packages with Thomas Lin Pedersen 11.01.2019

Show Notes: (2:16) Thomas talked about the study of Food Science and Technology in which he focused on microbiology. (3:15) Thomas stressed the importance of user empathy, something useful he gained from his degree. (4:39) Thomas discussed the reason to pursue a Ph. D. in Bioinformatics at the Technical University of Denmark . (6:10) Thomas talked in-depth about the tools he developed for his Ph....

Episode 6: Data Science in the Travel Industry with Ewan Nicolson 16.12.2018

Show Notes: (2:00) Ewan recalled his undergraduate days at the University of Edinburgh studying Physics. (2:43) Ewan talked about his first job out of school as a Seismic Acquisition Specialist at ION Geophysical . (5:28) Ewan briefly skimmed through his next job as a Senior Research Executive in Marketing Science at BBC . (7:40) Ewan gave some key insights on the intersection between marketing an...

Episode 5: Applied Statistics in Data Science with Christopher Peters 28.10.2018

Show Notes: (2:05) Chris recalled his Econometrics and Quantitative Economics study during his undergraduate days. (4:14) Chris talked about his research work focus on oil and gas at the Center for Energy Studies at Louisiana State University . (5:53) Chris gave some insights on how data science and econometrics can solve problems in the energy industry. (7:51) Chris talked about his decision to p...

Episode 4: AI in Retail with Saurabh Bhatnagar 08.10.2018

Show Notes: (3:20) Saurabh recalled his college experience. (4:25) Saurabh talked about his first role out of school as a software engineer specializing in database at CA Technologies . (8:06) Saurabh landed database consulting roles with different companies. (9:14) Saurabh gave insights on the differences between database systems now and a decade ago. (11:05) Saurabh shared his experience landing...

Episode 3: How to be a Social Media Data Whiz with Leni Krsova 16.09.2018

Show Notes: (3:08) Leni explains how studying Theatre Critics in college help her develop analytical thinking. (4:00) Leni briefly her first job out of college in brand management at a lifestyle brand called Life is Porno . (5:54) Leni goes over the most interesting classes she took during her Master of Arts in New Media Studies at Charles University . (7:52) Leni talks about her 1-year residency...

Episode 2: Becoming a Deep Learning Expert with Deep Narain Singh 08.09.2018

Show Notes: (1:58) Deep gives a brief background of his career. (3:42) Deep explains the discipline of civil engineering . (4:24) Deep talks about his first job out of college as a programmer analyst at Cognizant in Pune, India. (5:26) Deep then became a senior software engineer at the investment bank Citigroup in Mumbai, India. (7:30) Deep discusses his next role as a senior associate for the e-c...

Episode 1: Molecular Biologist turned Data Scientist with Jonathan Leslie 20.08.2018

Show Notes: (2:10) Jon reflects on his academic career and explained why he pursued an advanced degree in Biology. He also went over his post-doc fellowship at Cancer Research UK . (4:45) Jon discusses the zebra-fish project he worked on during his post-doc research at King’s College London . (8:13) Jon talks about the developmental biology work he did at the embryology lab at University College L...

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