Guest Episodes
300 videos • 1,584 views • by Super Data Science: ML & AI Podcast with Jon Krohn
1
879: Serverless, Parallel and AI-Assisted: The Future of Data Science is Here — with Greg Michaelson
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2
877: The Neural Processing Units Bringing AI to PCs — with Shirish Gupta
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3
875: How Semiconductors Are Made (And Fuel the AI Boom) — with Kai Beckmann
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4
873: Become Your Best Self Through AI Augmentation — feat. Natalie Monbiot
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5
871: NoSQL Is Ideal for AI Applications — with MongoDB’s Richmond Alake
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6
869: AI Should Make Humans Wiser (But It Isn’t) — with Varun Godbole
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7
867: LLMs and Agents Are Overhyped — with Dr. Andriy Burkov
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8
865: How to Grow (and Sell) a Data Science Consultancy — with Cal Al-Dhubaib
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9
863: TabPFN: Deep Learning for Tabular Data (That Actually Works!) — with Prof. Frank Hutter
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10
861: From Pro Athlete to Data Engineer — Colleen Fotsch’s Inspiring Journey
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11
859: BAML: The Programming Language for AI — with Vaibhav Gupta
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12
857: How to Ensure AI Agents Are Accurate and Reliable — with Brooke Hopkins
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13
855: Exponential Views on AI and Humanity’s Greatest Challenges — with Azeem Azhar
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14
853: Generative AI for Business — with Kirill Eremenko and Hadelin de Ponteves
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15
851: Quantum ML: Real-World Applications Today — with Dr. Florian Neukart
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16
849: 2025 AI and Data Science Predictions — Everything is Changing...
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17
847: AI Engineering 101 — with Ed Donner
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18
845: Tech is Our New Religion And It Needs Reformation — with Greg Epstein
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19
SDS 843: Safe, Fast and Efficient AI — with Protopia’s Dr. Eiman Ebrahimi
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20
842: Flexible AI Deployments Are Critical — with Chris Bennett and Joseph Balsamo
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21
AI Vision Agents and Business Value — with Andrew Ng
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22
839: Double Your Data Salary in 11 Months — with @JessRamosData
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23
838: Consciousness and Machines — with Jennifer K. Hill
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24
837: Career Success in the AI Era — with Deepali Vyas
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25
836: How to Become Happier — with Dr. Nat Ware
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26
835: AI Systems as Productivity Engines — with You.com’s Bryan McCann
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27
833: The 10 Reasons AI Projects Fail — with Dr. Martin Goodson
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28
831: PyTorch Lightning, Lit-Serve and Lightning Studios — with Dr. Luca Antiga
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29
829: Neuroscience Fueled by ML — with Prof. Bradley Voytek
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30
828: Are “Citizen Data Scientists” A Myth? — with Keith McCormick
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31
827: Polars: Past, Present and Future — with Polars Creator Ritchie Vink
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32
825: Data Contracts: The Key to Data Quality — with Chad Sanderson
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33
823: Virtual Humans and AI Clones — with Natalie Monbiot
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34
821: The Skills You Need to Be an Effective Data Scientist — with Marck Vaisman
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35
819: PyTorch: From Zero to Hero — with Luka Anicin
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36
AI As a Tutor: A Force for Good or a Threat to Students?
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37
Stop Using Lists of Stop Words for NLP! (Here are Superior Alternatives)
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38
Non-LLM Approaches are Usually Still Better for NLP
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39
Vetiver: A Framework for MLOps Tasks In Python and R
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40
Positron: An IDE Specialized For Data Science
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41
817: The Positron IDE, Tidy NLP and MLOps — with Dr. @JuliaSilge
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42
815: Polars: Faster DataFrame Ops — with Marco Gorelli
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43
811: Scaling Data Science Teams Effectively — with Nick Elprin
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44
809: Agentic AI — with Shingai Manjengwa
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45
807: Superintelligence and the Six Singularities — with Dr. Daniel Hulme
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46
805: How to Be a Supercommunicator — with Charles Duhigg
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47
803: How to Thrive in Your (Data Science) Career — with Daliana Liu
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48
801: Merged LLMs Are Smaller And More Capable — with Arcee AI's Mark McQuade and Charles Goddard
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49
800: A Transformative Century of Technological Progress — with Annie P.
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50
799: AGI Could Be Near: Dystopian and Utopian Implications — with Dr. Andrey Kurenkov
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51
797: Deep Learning Classics and Trends — with Dr. Rosanne Liu
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52
796: Earth's Coming Population Collapse and How AI Can Help — with Simon Kuestenmacher
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53
795: Fast-Evolving Data and AI Regulatory Frameworks — with Dr. Gina Guillaume-Joseph
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54
794: Exciting (and Frightening!) Trends in Open-Source AI — with Jon Krohn (@JonKrohnLearns)
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55
793: Bayesian Methods and Applications — with Alexandre Andorra
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56
791: Reinforcement Learning from Human Feedback (RLHF) — with Dr. Nathan Lambert
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57
790: Open-Source Libraries for Data Science at the New York R Conference — with @JonKrohnLearns
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58
789: ML for Wind-Powered Energy Generation — with Jason Yosinski
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59
787: MLOps: The Job and The Key Tools — with Demetrios Brinkmann
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60
786: The Six Keys to Data Scientists' Success — with Kirill Eremenko
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61
785: Math, Quantum ML and Language Embeddings — with Dr. Luis Serrano (@SerranoAcademy)
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62
784: Aligning Large Language Models — with Sinan Ozdemir
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63
783: Generative AI for Solar Power Installation — with Navdeep Martin
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64
781: Ensuring Successful Enterprise AI Deployments — with Sol Rashidi
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65
Hadley Wickham on R vs Python
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66
780: How to Become a Data Scientist — with Dr. Adam Ross Nelson
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67
Shiny: Build Robust Web Apps in Minutes with Python or R
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68
Hadley Wickham’s Favorite R Tidyverse Libraries
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69
779: The Tidyverse of Essential R Libraries and their Python Analogues — with Dr. Hadley Wickham
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70
777: Generative AI in Practice — with Bernard Marr (@bernardmarr)
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71
775: What will humans do when machines are vastly more intelligent? — with Aleksa Gordić
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72
773: Deep Reinforcement Learning for Maximizing Profits — with Prof. Barrett Thomas
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73
771: Gradient Boosting: XGBoost, LightGBM and CatBoost — with Kirill Eremenko
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74
770: The Neuroscientific Guide to Confidence — with Lucy Antrobus
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75
769: Generative AI for Medicine — with Prof. Zack Lipton
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76
767: Open-Source LLM Libraries and Techniques — with Dr. Sebastian Raschka
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77
765: NumPy, SciPy and the Economics of Open-Source — with Dr. Travis Oliphant
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78
761: Gemini Ultra: How to Release an AI Product for Billions of Users — with Google's Lisa Cohen
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79
760: Humans Love AI-Crafted Beer — with Jon Krohn (@JonKrohnLearns)
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80
759: Full Encoder-Decoder Transformers Fully Explained — with Kirill Eremenko
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81
757: How to Speak so You Blow Listeners' Minds — with Cole Nussbaumer Knaflic
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82
755: Brewing Beer with AI — with Beau Warren
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83
754: A Code-Specialized LLM Will Realize AGI — with Jason Warner
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84
753: Blend Any Programming Languages in Your ML Workflows — with Dr. Greg Michaelson
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85
747: Technical Intro to Transformers and LLMs — with Kirill Eremenko
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86
745: 2024 Data Science Trend Predictions — with Sadie St. Lawrence
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87
743: How to Integrate Generative AI Into Your Business — with Piotr Grudzień
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88
741: How to Visualize Data Effectively — with Prof. Alberto Cairo
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89
739: AI is Eating Biology and Chemistry — with Dr. Ingmar Schuster
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90
738: Engineering Biomaterials with Generative AI — with Dr. Pierre Salvy
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91
737: scikit-learn's Past, Present and Future — with scikit-learn co-founder Dr. Gaël Varoquaux
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92
736: How to Officially Certify your AI Model — with Jan Zawadzki
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93
735: AI Product Management — with Google DeepMind's Head of Product, Mehdi Ghissassi
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94
734: Humanoid Robot Soccer — with the Dutch RoboCup Team
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95
733: OpenAssistant: The Open-Source ChatGPT Alternative — with Dr. @YannicKilcher
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96
732: Data Science for Astronomy — with Dr. Daniela Huppenkothen
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97
731: AI Agents Will Develop Their Own Distinct Culture — with Nell Watson
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98
730: How GitHub Operationalizes AI for Teamwide Collaboration and Productivity — with Kyle Daigle
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99
729: Universal Principles of Intelligence (Across Humans and Machines) — with Prof. Blake Richards
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100
727: Unmasking A.I. Injustice — with Dr. Joy Buolamwini
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101
726: Seven Factors for Successful Data Leadership — with Ben Jones
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102
725: Neuroscience + Machine Learning — with Google DeepMind's Dr. Kim Stachenfeld
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103
724: Decoding Speech from Raw Brain Activity — with Dr. David Moses
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104
723: Mathematical Optimization — with Jerry Yurchisin
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105
721: Quantum Machine Learning — with Dr. Amira Abbas
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106
719: Computational Mathematics and Fluid Dynamics — with Prof. Margot Gerritsen
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107
717: Overcoming Adversaries with A.I. for Cybersecurity — with Dr. Dan Shiebler
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108
715: Make Better Decisions with Data — with Dr. Allen Downey
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109
714: Using A.I. to Overcome Blindness and Thrive as a Data Scientist — with Tim Albiges
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110
713: Llama 2, Toolformer and BLOOM: Open-Source LLMs — with Meta's Dr. Thomas Scialom
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111
711: Image, Video and 3D-Model Generation from Natural Language — with Dr. Ajay Jain
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112
710: LangChain: Create LLM Applications Easily in Python — with Kris Ograbek (@krisograbek)
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113
709: Big A.I. R&D Risks Reap Big Societal Rewards — with Meta's Dr. Laurens van der Maaten
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114
707: Vicuña, Gorilla, Chatbot Arena and Socially Beneficial LLMs — with Prof. Joey Gonzalez
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115
706: Large Language Model Leaderboards and Benchmarks — with Caterina Constantinescu
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116
703: How Data Happened: A History — with Columbia Prof. Chris Wiggins
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117
701: Generative A.I. without the Privacy Risks — with Prof. Raluca Ada Popa
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118
699: The Modern Data Stack — with Harry Glaser
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119
698: How Firms Can Actually Adopt A.I. — with Rehgan Avon
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120
697: The (Short) Path to Artificial General Intelligence — with Dr. Ben Goertzel
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121
696: Brain-Computer Interfaces and Neural Decoding — with Prof. Bob Knight
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122
695: NLP with Transformers — with Hugging Face's Lewis Tunstall
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123
693: YOLO-NAS: The State of the Art in Machine Vision — with Harpreet Sahota
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124
691: A.I. Accelerators: Hardware Specialized for Deep Learning — with Ron Diamant
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125
690: How to Catch and Fix Harmful Generative A.I. Outputs — with Krishna Gade
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126
689: Observing LLMs in Production to Automatically Catch Issues — with Amber Roberts and Xander Song
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127
687: Generative Deep Learning — with David Foster
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128
686: Open-Source "Responsible A.I." Tools — with Ruth Yakubu
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129
685: Tools for Building Real-Time Machine Learning Applications — with Richmond Alake
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130
683: Contextual A.I. for Adapting to Adversaries — with Dr. Matar Haller
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131
682: Business Intelligence Tools — with Mico Yuk
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132
681: XGBoost: The Ultimate Classifier — with Matt Harrison
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133
680: Automating Industrial Machines with Data Science and the IoT — with Allegra Alessi
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134
679: The A.I. and Machine Learning Landscape — with investor George Mathew
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135
677: Digital Analytics — with Avinash Kaushik
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136
675: Pandas for Data Analysis and Visualization — with Stefanie Molin
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137
673: Taipy, the open-source Python application builder — with Vincent Gosselin
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138
671: Cloud Machine Learning — with Kirill Eremenko and Hadelin de Ponteves
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139
668: GPT-4: Apocalyptic stepping stone? — with Jeremie Harris
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140
667: Harnessing GPT-4 for your Commercial Advantage — with Vin Vashishta
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141
665: How to be socially impactful and financially successful in your data career — with Josh Wills
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142
661: Designing Machine Learning Systems — with Chip Huyen
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143
659: Open-Source Tools for Natural Language Processing — with Vincent Warmerdam
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144
658: How to Build Data and ML Products Users Love — with Brian T. O'Neill
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145
657: How to Learn Data Engineering — with Andreas Kretz (@andreaskayy)
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146
656: A.I. Talent and the Red-Hot A.I. Skills — with Jaclyn Rice Nelson
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147
655: AI ROI: How to get a profitable return on an AI-project investment — with Keith McCormick
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148
654: Mike Wimmer: The 14-Year-Old A.I. Entrepreneur
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149
653: Efficiently Glean-ing Insights from Vast Data Warehouses — with Carlos Aguilar
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150
651: The Intentional Use of Color in Data Communication — with Kate Strachnyi
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151
649: Introduction to Machine Learning — with Kirill Eremenko and Hadelin de Ponteves
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152
647: Is Data Science Still Sexy? — with Tom Davenport
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153
646: ChatGPT: How to Extract Commercial Value Today — with Zack Weinberg
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154
645: Machine Learning for Video Games — with Carly Taylor
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155
644: A Framework for Big Life Decisions — with Myra Strober
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156
643: A.I. for Medicine — with Charlotte Deane
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157
641: Data Science Trends for 2023 — with Sadie St. Lawrence
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158
639: Simplifying Machine Learning — with Mariya Sha (@PythonSimplified)
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159
637: How to Influence Others with Your Data — with Ann K. Emery (@AnnKEmery)
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160
636: The Equality Machine — with Orly Lobel
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161
635: The Perils of Manually Labeling Data for Machine Learning Models — with Shayan Mohanty
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162
634: Model Error Analysis — with Serg Masís
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163
633: Responsible Decentralized Intelligence — with Dawn Song
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164
631: Data Analytics Career Orientation — with @LukeBarousse
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165
629: Software for Efficient Data Science — with Jodie Burchell
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166
628: The Critical Human Element of Successful A.I. Deployments — with Keith McCormick
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167
627: AutoML: Automated Machine Learning — with Erin LeDell
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168
SDS 625: Analyzing Blockchain Data and Cryptocurrencies — with Kim Grauer
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169
SDS 623: Data Analyst, Data Scientist, and Data Engineer Career Paths — with @ShashankData
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170
SDS 622: Burnout: Causes and Solutions — with Christina Maslach
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171
SDS 621: Blockchains and Cryptocurrencies: Analytics and Data Applications — with Philip Gradwell
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172
SDS 619: Tools for Deploying Data Models into Production — with Erik Bernhardsson
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173
SDS 617: Causal Modeling and Sequence Data — with Sean Taylor
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174
SDS 615: How to Ace Your Data Science Interview — with Nick Singh
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175
SDS 614: Thriving on Information Overload — with Ross Dawson
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176
SDS 613: Causal Machine Learning — with Emre Kiciman
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177
SDS 611: Open-Ended A.I.: Practical Applications for Humans and Machines — with Kenneth Stanley
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178
SDS 609: Data Mesh — with Zhamak Dehghani
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179
SDS 607: Inferring Causality — with Jennifer Hill
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180
SDS 605: Upskilling in Data Science and Machine Learning — with Kian Katanforoosh
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181
SDS 603: Geospatial Data and Unconventional Routes into Data Careers — with Christina Stathopoulos
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182
SDS 601: Venture Capital for Data Science — with Sarah Catanzaro
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183
SDS 599: MLOps: Machine Learning Operations — with @Miki_ML
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184
SDS 597: A.I. Policy at OpenAI — with Miles Brundage
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185
SDS 595: Data Engineering 101 — with Joe Reis and Matt Housley
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186
SDS 593: The Real-World Impact of Cross-Disciplinary Data Science Collaboration — with Philip Bourne
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187
SDS 591: Simulations and Synthetic Data for Machine Learning — with Mars Buttfield-Addison
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188
SDS 589: Narrative A.I. — with Hilary Mason
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189
SDS 587: Data Engineering for Data Scientists — with Mark Freeman
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190
SDS 585: PyMC for Bayesian Statistics in Python — with Thomas Wiecki
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191
SDS 583: The State of Natural Language Processing — with Rongyao Huang
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192
SDS 581: Bayesian, Frequentist, and Fiducial Statistics in Data Science — with Xiao-Li Meng
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193
SDS 579: Transforming Dentistry with A.I. — with Wardah Inam
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194
SDS 577: Scaling A.I. Startups Globally
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195
SDS 575: Optimizing Computer Hardware with Deep Learning — with Magnus Ekman
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196
SDS 573: Automating ML Model Deployment — with Doris Xin
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SDS 571: Collaborative, No-Code Machine Learning — with Tim Kraska
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SDS 569: A.I. For Crushing Humans at Poker and Board Games — with Noam Brown
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SDS 567: Open-Access Publishing — with Amy Brand
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SDS 565: AGI: The Apocalypse Machine — with Jeremie Harris
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