Super Data Science: ML & AI Podcast with Jon Krohn

537: Data Science Trends for 2022

Jan 4, 2022

Data science expert, Sadie St. Lawrence, talks about trends for 2022 including AutoML tools, deepfakes' social impacts, scalable AI, blockchain's role, and global data literacy. Discussions on data science trends for 2021 and implications of remote-working economy.

01:16:09

Creator website

Episode guests

Sadie St. Lawrence

AI Summary

AI Chapters

Episode notes

Podcast summary created with Snipd AI

Quick takeaways

AutoML tools enable citizen data scientists to create ML models with less experience, despite ethical concerns.

Deepfakes present both negative implications like privacy concerns and positive uses like enhancing historical footage.

Scalable AI architecture emphasizes cloud-first approach, automation, and bias detection for efficient model deployment.

Remote economy reshapes work dynamics, increasing productivity and job openings globally, emphasizing upskilling.

Deep dives

AutoML Trends for 2022

AutoML tools are automating parts of data scientists' jobs. The trend focuses on providing opportunities for 'citizen data scientists' to use these tools to create machine learning models with less experience. Despite concerns about bias and ethical implications, advancements and increased investments in AutoML tools indicate a growing trend towards automation in the field of data science.

Intro

3min

Data Science Trends for 2022

5min

Exploring Data Science Trends for 2022

4min

Evolution of Machine Learning Libraries and Data Science Trends for 2022

26min

Metaverse Avatars, Blockchain Solutions, and Scalable AI Architectures

9min

Exploring People Aspects in Data Science and the Impact of Blockchain and NFTs

26min

Exploring Data Science Trends for 2022

4min

Sadie St. Lawrence returns to discuss the biggest data science trends that are set to take over the industry in 2022.

In this episode you will learn:

A look back at data science trends for 2021 [4:03]
Micro and macro data science trends for 2022 [12:30]
AutoML tools [15:20]
The social implications of deepfakes [21:21]
Scalable AI [38:40]
Macro data science trends for 2022 [42:45]
The impact of the remote-working economy in data science [43:21]
Blockchain in data science [50:28]
Data literacy of the global workforce [1:01:07]

Additional materials: www.superdatascience.com/537

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more