Adventures in Machine Learning
Machine Learning is growing in leaps and bounds both in capability and adoption. Listen to our experts discuss the ideas and fundamentals needed to succeed as a Machine Learning Engineer.
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- Update frequency
- every 9 days
- Average duration
- 53 minutes
- Episodes
- 209
- Years Active
- 2020 - 2025
Complex ML Models with Data Scientist Fernando Lopez - ML 089
Fernando Lopez joins the show today to share his ML insights with a video interview recruiting platform for candidate hiring. Michael and Ben also deep dive into various related ML models and AI top…
00:57:06 |
Thu 29 Sep 2022
Distributed Time Series in Machine Learning - ML 088
Today the panel discusses high level distributed time series models, using a hot dog stand company as the case study to anchor the understanding with these models.
In this episode…
In this episode…
- Understanding use c…
00:47:16 |
Thu 22 Sep 2022
Time Series Models in Machine Learning - ML 087
Today on the show, the panel discusses time series models, practical tips and tricks, and shares stories and examples of various models and the processes for optimal application in your ML workflows.
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00:53:17 |
Thu 15 Sep 2022
Optical Character Recognition (OCR) and Machine Learning with Ahmad Anis - ML 086
Optical character recognition, or OCR for short, is used to describe algorithms and techniques (both electronic and mechanical) to convert images of text to machine-encoded text. Today on the show, …
00:53:37 |
Thu 08 Sep 2022
Innovation and AI Strategies with Award Winning Data Science Leader Vidhi Chugh - ML 085
Award winning data evangelist, AI strategist, and innovation leader Vidhi Chugh joins the show today to share her perspective on various topics, including data quality, AI innovation strategies, resp…
00:58:36 |
Thu 25 Aug 2022
Machine Learning on Mobile Devices and More with Aliaksei Mikhailiuk - ML 084
Enjoy this intellectually stimulating conversation with Michael Berk and guest on the show, Aliaksei Mikhailiuk, ML/AI engineer at Snapchat as they discuss everything AI computer graphics to techniqu…
00:39:45 |
Thu 18 Aug 2022
Leveling Up in your Data Science Career with Adam Ross Nelson - ML 083
Adam Ross Nelson helps current and aspiring data professionals enter and level up in the field by uncovering and showcasing their existing data-related talents. Today on the show, Michael interviews…
00:52:26 |
Thu 04 Aug 2022
Bioinformatics and Programming with Ken Youens-Clark - ML 082
Michael Berk interviews Ken Youens-Clark today to discuss various topics including bioinformatics and programming, plus his career progressions including jazz drumming, technical writing, programming…
00:53:41 |
Fri 29 Jul 2022
Building AI Data Responsibly with Edouard d’Archimbaud - ML 081
Data excellence is the foundation of better AI. Today on the show, Michael Berk interviews Edouard d’Archimbaud, co-founder of Kili Technology, a Training Data Platform that turns raw, unstructured …
00:41:19 |
Thu 21 Jul 2022
From Golf Instructor to Software Developer: Taking Next Steps in your Career - ML 080
Jesse Langford spent the first half of his career as a golf instructor before pivoting to software engineering. Today on the show, Ben interviews Jesse to learn why and how he made this pivot, plus …
00:45:56 |
Thu 14 Jul 2022
Hyperparameter Tuning for Machine Learning Models - ML 079
When developing ML models, defining and selecting the model architecture will be fundamental to ensure the best possible outcomes. Parameters that define the model architecture are referred to as hy…
00:51:59 |
Thu 07 Jul 2022
Ask Me Anything (AMA) with Host Ben Wilson - ML 078
Enjoy this engaging AMA conversation with Michael Berk asking Ben Wilson various questions related to industry, strategy, and approaches in data science and ML engineering.
In this episode…
In this episode…
- Why should …
00:47:34 |
Thu 30 Jun 2022
Optimizers in Machine Learning, Featuring Maciej Balawejder - ML 077
Ben and Michael interview Maciej Balawejder, a mechanical engineering student passionate about AI, ML, and robotics. As an active contributor on Medium.com, Maciej has already made significant contr…
00:48:23 |
Thu 23 Jun 2022
Part 2: Exploratory Data Analysis (EDA) Next Steps - ML 076
After ensuring your data has surpassed the hyper parameter tuning phase, what is the next step in your EDA protocol? Today on the show, Ben and Michael continue the discussion on EDA methodology with…
00:50:06 |
Thu 16 Jun 2022
Exploratory Data Analysis (EDA) in Machine Learning - ML 075
EDA is primarily used in machine learning to see what data can reveal beyond the formal modeling or hypothesis testing task and provides a better understanding of data set variables and the relations…
00:49:22 |
Thu 09 Jun 2022
Apache Spark (Pt. 2): MLlib - ML 074
MLlib is Apache Spark's scalable machine learning library. Today, Ben and Michael discuss the ease of use, performance, algorithms, and utilities included in this library and how to execute the best …
00:52:30 |
Thu 02 Jun 2022
Apache Spark Integration and Platform Execution for ML - ML 073
Apache Spark is a lightning-fast unified analytics engine for large-scale data processing and machine learning. In this episode, Ben and Michael unpack Spark by ping-ponging questions and answers, s…
00:36:07 |
Thu 26 May 2022
Two Case Studies: Production ML infrastructure and Recommendation Engines - ML 072
Ben and Michael walk through two different cases studies relative to production ML infrastructure and recommendation engines. The first is about a free on-line tutoring service for underserved commu…
00:53:01 |
Wed 18 May 2022
Using AI and ML to Help Humans, Not Replace Them - ML 071
Ben interviews Michael Griffiths, Director of Data Science at ASAPP, a company leveraging AI and ML to augment and automate human work, improve operational efficiencies and customer experiences, and …
00:43:43 |
Thu 12 May 2022
AutoML Discovery and Approach - ML 070
AutoML (automated machine learning) has become a hot topic over the past few years. Abid Ali Awan joins the show to share his approach to AutoML, when and how to utilize it compared to classic approa…
00:43:50 |
Wed 04 May 2022
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