Machine Learning Melee: AWS ML vs. Azure ML
1 like785 views
The document presents a comparison between Microsoft Azure and AWS, highlighting their respective strengths in cloud computing, data sourcing, wrangling, algorithm implementation, and ease of use. It discusses various features and tools from both platforms while also mentioning a podcast related to data science. The author, a former Microsoft employee and current AWS partner, shares insights on the evolution of these cloud services and expresses gratitude for engagement opportunities.
Machine Learning Melee: AWS ML vs. Azure ML
- 4. ABOUT ME • FORMER MICROSOFT EMPLOYEE • CURRENT AWS PARTNER • DATA SCIENTIST • FORMER WINDOWS / UWP / XAML DEVELOPER
- 5. REMEMBER THESE IMAGES #SYMBOLISM #FORESHADOWING
- 6. MICROSOFT • MARKET CAP: $549.70B • HEAVY ENTERPRISE EXPERTISE • DEVELOPER CENTRIC • PAAS FOCUSED • RECENTLY RE-INVIGORATED • SHIFT TO CLOUD & AI
- 7. AMAZON • MARKET CAP : $479.32B • TENACIOUS STARTUP THAT ORIGINATED AS A BOOK STORE • CLEAR LEADER IN CLOUD COMPUTING • IAAS DOMINANCE
- 9. ROUND 1: SOURCING DATA AWS • CSV FILES • HOSTED IN S3 • REDSHIFT AZURE • CSV FILES • STREAMS • SQL AZURE • AND MORE Winner
- 10. ROUND 2: DATA WRANGLING AWS • LAMBDA • RDS • REDSHIFT • SNOWFLAKE • MORE AZURE • VARIOUS MODULES IN ML STUDIO • DRAG AND DROP INTERFACE Draw
- 11. ROUND 3: ALGORITHMS AWS • STOCHASTIC GRADIENT DESCENT AZURE • SUPPORT VECTOR MACHINES • BAYES CLASSIFICATIONS • NEURAL NETWORKS • DECISION TREES • RANDOM FORESTS • BOOSTED TREES Winner
- 12. ROUND 4: FINDING FEATURES AWS • ATHENA AZURE • VARIOUS MODULES IN ML STUDIO Draw
- 13. ROUND 5: LANGUAGE CHOICE AWS • N/A AZURE • R • PYTHON Winner
- 14. ROUND 6: INSPECTION AWS AZURE Draw
- 15. ROUND 7: EASE OF USE AWS • YOU DECIDE AZURE • AZURE ML STUDIO
- 20. THE FUTURE
- 22. TENSORFLOW • VERY IMPRESSIVE • A RATHER STEEP LEARNING CURVE
- 25. PODCAST • LAUNCHED 5/26 • ANDY LEONARD & YOURS TRULY • DATADRIVEN.TV • WANT TO BE A GUEST?
- 26. THANK YOU • FRANK@DATALEADER.IO • WWW.DATALEADER.IO • @TABLETEER • WWW.FRANKSWORLD.COM • WWW.LINKEDIN.COM/IN/FRANK-LAVIGNE