AI is Revolutionizing Data Engineering: Gen AI vs Predictive AI
Discover how generative AI and predictive AI differ...
and why it matters for data engineering.
In this video, we break down the fundamentals of generative AI (think GPT-4 and synthetic data) versus predictive AI (forecasting, anomaly detection, and more). Learn how innovative tools like Deepseek and Mage AI are revolutionizing data workflows, accelerating IT modernization, and enabling smarter decision-making.
If you’re a data engineer or a business looking to optimize your tech stack, this video provides real-world examples to drive your digital transformation forward.
Learn more about AI With Udemy!
Using these affiliate links supports the channel and cost you nothing!
Gen AI For Data Pros: https://bit.ly/3WQEVv4
Gen AI In Data Engineering (Certification): https://bit.ly/4hoYL8V
AWS AI Practitioner Certification Training: https://bit.ly/4hCMVIe
Links to information used as reference for the show!
OpenAI: GPT-4 Technical Report.
[Link: https://openai.com/research/gpt-4]
MarketsandMarkets: "No-Code AI Platforms Market – Global Forecast to 2027."
[Link: https://www.marketsandmarkets.com/Market-Reports/no-code-ai-platforms-market-241336240.html]
McKinsey: "AI for IT Modernization: Faster, Cheaper, and Better."
[Link: https://www.mckinsey.com/capabilities/quantumblack/our-insights/ai-for-it-modernization-faster-cheaper-and-better]
Gartner: Refer to my video discussion on the latest Gartner report for insights into synthetic data and model development efficiency.
[Link: https://www.youtube.com/watch?v=uYUnRAabmqs]
AI | Deepseek and Mage AI Chapters:
0:00 AI And Data Engineering
0:28 Intro to AI
1:52 What is Generative AI
3:38 What is Predictive AI?
4:50 What are the differences between Gen AI and Predictive AI?
8:04 How Will AI Change Data Engineering?
8:38 Deepseek and the future landscape of data engineering!
11:24 AI Case Studies
13:45 Data Engineers of the Future!
Discover how generative AI and predictive AI differ…
and why it matters for data engineering.
In this video, we break down the fundamentals of generative AI (think GPT-4 and synthetic data) versus predictive AI (forecasting, anomaly detection, and more). Learn how innovative tools like Deepseek and Mage AI are revolutionizing data workflows, accelerating IT modernization, and enabling smarter decision-making.
If you’re a data engineer or a business looking to optimize your tech stack, this video provides real-world examples to drive your digital transformation forward.
Learn more about AI With Udemy!
Using these affiliate links supports the channel and cost you nothing!
Gen AI For Data Pros: https://bit.ly/3WQEVv4
Gen AI In Data Engineering (Certification): https://bit.ly/4hoYL8V
AWS AI Practitioner Certification Training: https://bit.ly/4hCMVIe
Links to information used as reference for the show!
OpenAI: GPT-4 Technical Report.
[Link: https://openai.com/research/gpt-4]
MarketsandMarkets: “No-Code AI Platforms Market – Global Forecast to 2027.”
[Link: https://www.marketsandmarkets.com/Market-Reports/no-code-ai-platforms-market-241336240.html]
McKinsey: “AI for IT Modernization: Faster, Cheaper, and Better.”
[Link: https://www.mckinsey.com/capabilities/quantumblack/our-insights/ai-for-it-modernization-faster-cheaper-and-better]
Gartner: Refer to my video discussion on the latest Gartner report for insights into synthetic data and model development efficiency.
[Link: https://www.youtube.com/watch?v=uYUnRAabmqs]
AI | Deepseek and Mage AI Chapters:
0:00 AI And Data Engineering
0:28 Intro to AI
1:52 What is Generative AI
3:38 What is Predictive AI?
4:50 What are the differences between Gen AI and Predictive AI?
8:04 How Will AI Change Data Engineering?
8:38 Deepseek and the future landscape of data engineering!
11:24 AI Case Studies
13:45 Data Engineers of the Future!
