Mark Freeman, Senior Data Scientist at Humu, joins Jon Krohn to talk about all things data engineering and offers listeners some critical tips for their data science career journey – from what it takes to get promoted to his number one tip for getting hired at a fast-growing capital-backed startup.

In this episode you will learn:
• How Humu leverages data and machine learning to improve workplace behaviors [10:38]
• What is data engineering? [14:21]
• What it takes to get promoted into more senior data science roles [20:55]
• The differences between junior, senior, and staff data scientists [30:21]
• Mark’s top tools for data extraction, modeling, and pipeline engineering [37:08]
• Mark’s number one tip for getting hired at a fast-growing venture capital-backed startup [53:10]
• Why all data scientists should be interested in Web3 [1:11:53]

Additional materials: www.superdatascience.com/587

The Super Data Science Podcast: Machine Learning | AI | Success

SDS 587: Data Engineering for Data Scientists

Design patterns have proven valuable in many endeavors. Can data pipeline design patterns help to break the data engineering logjam?
Published at:
https://www.eckerson.com/articles/data-pipeline-design-patterns

Data Pipeline Design Patterns - Audio Blog

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Many data engineers already use large language models to assist data ingestion, transformation, DataOps, and orchestration. This blog commences a series that explores the emergence of ChatGPT, Bard, and LLM tools from data pipeline vendors, and their implications for the discipline of data engineering.
Published at: https://www.eckerson.com/articles/should-ai-bots-build-your-data-pipelines-examining-the-role-of-chatgpt-and-large-language-models-in-data-engineering

Examining the Role of ChatGPT & Large Language Models in Data Engineering - Audio Blog

In this episode of ODSC’s Ai X Podcast, we are joined by Francis Govers, a contributor to the design of over 30 manned and unmanned land, sea, air, and space vehicles, and an expert in robotics and autonomy. 
Francis is an Air Force veteran, spent 10 years at NASA, was a lead engineer for the International Space Station, was Deputy Chief Engineer for the US Army Future Combat Systems, participated in the DARPA Grand Challenge, and managed a Zeppelin airship. He worked on the "Yellow Line" for football and designed telemetry systems for NASCAR and IndyCar. He designed RAMSEE, the robot security guard, as CTO of Gamma 2 Robotics. As a commercial pilot, writer, artist, musician, engineer, race car nut, and designer, Francis has a serious addiction to building things that frequently get him into trouble. 
He has published 48 magazine articles and contributed to five books. He received five outstanding achievement awards from NASA, the Explorer Award by the National Space Society, recognition from Scientific American for “World Changing Ideas”, and was recognized by the Vertical Flight Society as a "Titan of Autonomy". 
SHOW TOPICS:
- The second edition of “Artificial Intelligence for Robotics” which came out in February
- Tell us about your background and key career moments
- Tell us about your book - what’s the motivation and audience?
- The growing industry of robotics startups and their appeal to investors
- What is the fundamental difference between an AI-enabled robot and a traditional robot?
- How does autonomy differ from pre-programmed robotic behaviors?
- Why is supervised learning important in AI robotics, and how is it used in this book?
- You show the reader how to build a robot in your book. What are the primary technical components (hardware and software) needed to build an AI robot?
- Tell us about Robotic Operating Systems aka ROS
- How can deep learning be used for robotics and is transfer learning applicable?
- How can we teach a robot to listen and what are the main challenges in developing a robot capable of understanding human speech?
- What is Spectral Analysis?
- Beyond just listening, how do we give a robot a personality, known as artificial personality (AP)?
- What is the purpose of Monte Carlo modeling in creating human-like interactions for the robot?
- How does the robot’s personality system enable it to hold simple conversations with children?
- Why is it important for the robot to understand the mood of its human user during interactions?
- How do robots traditionally navigate unstructured envoirnments and what new methods does AI introduce?
SHOW  NOTES:
Francis Govers: ⁠https://www.linkedin.com/in/francisxgoversiii/⁠ 
Artificial Intelligence for Robotics: ⁠https://www.packtpub.com/en-us/product/artificial-intelligence-for-robotics-9781788835442⁠ 
NASA Space Station: ⁠https://www.nasa.gov/international-space-station/⁠ 
Q-Learning: https://en.wikipedia.org/wiki/Q-learning 
 
This episode was sponsored by:  
Ai+ Training⁠ ⁠https://aiplus.training/⁠⁠ 
And created in partnership with ODSC⁠ ⁠https://odsc.com/ ⁠⁠ 
Join us at our upcoming and highly anticipated conference ODSC West in South San Francisco October 29-31.

AI for Robotics and Autonomy with Francis X. Govers III

Thrilled to share Conor Moag’s inspiring journey in data analytics! On the latest episode of Fika Bites, Conor, a data engineer at Dorset County Hospital, discusses how the National Competency Framework (NCF) provided him with clarity, direction, and the tools to excel in his career. 

Through routine self-assessment and proactive planning, Conor has successfully navigated from Band 5 to Band 6 roles and is now exploring data science and machine learning pathways!

This conversation is a fantastic reminder of the value in setting structured development goals and having supportive mentorship. Conor’s experience highlights the power of continuous learning and the NCF’s role in fostering growth and adaptability for data professionals.

Fika Bites Episode - Conor Moag

A fresh perspective on data architecture, advocating for an 'anti-monolith' approach inspired by engineering best practices.
Published at: https://www.eckerson.com/articles/good-data-architecture-anti-monolith

Good Data Architecture - Anti-Monolith - Audio Blog

This blog, the second in a series, explores the mix of infrastructure types that support modern AI.
Published at:
https://www.eckerson.com/articles/cloud-on-prem-hybrid-oh-my-where-ai-adopters-host-their-projects-and-why

Cloud, On Prem, Hybrid, Oh My! Where AI Adopters Host their Projects and Why - Audio Blog

Willkommen zum Skillbyte-Podcast! Skillbyte ist ihr Partner für digitale Exzellenz.

In diesem Podcast geht es um das Thema: Must-have Skills, Technologien und Weiterbildung für Data Engineers und Data Scientists

// Inhalt //
1. Was ist ein Data Engineer und was ein Data Scientist?
2. Welche Skills hat ein Data Engineer und welche ein Data Scientist?
3. Welche Technologien setzen Data Scientits und Data Engineers ein?
4. Wie bilden sich Data Scientits und Data Engineers weiter?
5. Skillbyte als Data Scientits und Data Engineers Experten

Sprungmarken:
00:53 -> Definition Data Scientist
01:42 -> Definition Data Engineer
02:29 -> Fließende Abgrenzung und Tätigkeitsfelder, Beispiele
12:50 -> Visualisierung der Ergebnisse
18:33 -> Unterscheidung zwischen Data Warehouse und Data Lake
20:37 -> Diese Technologien werden von Data Scientists und Data Engineers eingesetzt
32:02 -> Skillbyte als Data Scientits und Data Engineers Experten

Link zum Blogartikel: Daten perfekt visualisieren
https://www.skillbyte.de/daten-perfekt-visualisieren/

Link zum Podcast: Apache Airflow - Zuverlässige Automatisierung geschäftskritischer Workflows
https://soundcloud.com/skillbyte/skillbyte-podcast-4-apache-airflow-zuverlassige-automatisierung-von-geschaftskritischen-workflows

Link zum Podcast: Das Hadoop Ökosystem - Was leistet die bekannteste Big Data Platform?
https://soundcloud.com/skillbyte/skillbyte-podcast-3-das-hadoop-okosystem-was-leistet-die-bekannteste-big-data-platform

Link zum Blogartikel: Must-have Ressourcen, Skills und Techniken für Data Engineers und Data Scientists
https://www.skillbyte.de/must-have-ressourcen-skills-und-techniken-fuer-data-engineers-und-data-scientists/

Abonnieren Sie diesen Podcast und besuchen Sie uns auf https://www.skillbyte.de

Feedback und Fragen gerne an podcast@skillbyte.de

Podcast #7: Must-have Skills, Technologien und Weiterbildung für Data Engineers und Data Scientists

The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast.

As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there's an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that professional impact.

Whether you're curious about getting started in a data career or you're a deep technical expert, whether you'd like to understand what A.I. is or you'd like to integrate more data-driven processes into your business, we have inspiring guests and lighthearted conversation for you to enjoy.

We cover tools, techniques, and implementation tricks across data collection, databases, analytics, predictive modeling, visualization, software engineering, real-world applications, commercialization, and entrepreneurship − everything you need to crush it with data science.

Listen to data and analytics leaders share the secrets of their success. Wayne Eckerson, long-time global thought leader interviews guests who run data and analytics programs at Fortune 2000 organizations around the world. Tune in to stay abreast of the latest technologies, techniques, and trends in our fast-paced industry.

With Ai X Podcast, Open Data Science Conference (ODSC) brings its vast experience in building community and its knowledge of the data science and AI fields to the podcast platform. The interests and challenges of the data science community are wide ranging. To reflect this Ai X Podcast will offer a similarly wide range of content, from one-on-one interviews with leading experts, to career talks, to educational interviews, to profiles of AI Startup Founders. Join us every two weeks to discover what’s going on in the data science community.

Find more ODSC lightning interviews, webinars, live trainings, certifications, bootcamps here - https://aiplus.training/  
Don't miss out on this exciting opportunity to expand your knowledge and stay ahead of the curve.

Im Skillbyte-Podcast besprechen wir aktuelle Trends und Technologien aus den Bereichen #EnterpriseSoftware #BigData #Cloud #MachineLearning #ArtificialIntelligence und #DevOps. Skillbyte ist ihr Partner für digitale Exzellenz und Innovation seit 2013.

#Bildung #Technologie #Business #Digital #Innovation #Digitalisierung #Unternehmertum #Entrepreneur #Entrepreneurship #Internet #skillbyte

Stream DNA podcast seeks to highlight activities within the health data and analytics profession, aiming to engage with individuals carrying out interesting and innovative projects within the health and care ecosystem.

Popular tracks tagged #dataengineering