AI News, Democratizing Data Science
- On Sunday, September 30, 2018
- By Read More
Democratizing Data Science
It draws experts with advanced degrees in math and science, fluency in multiple programming languages, and a firm grasp of statistics and probability theory.
At the same time, there is a movement within both corporate and academic spaces to bring data science capabilities to the masses.
An upcoming product from Booz Allen Hamilton will allow anyone to ask questions of Big Data sources in real-time using human-readable language.
This is the final and most difficult step in any machine learning or analysis task: interpreting the results back to the human who asked the question.
When we suggest that machines alone can do the job of a data scientist, we risk overhyping the analytics and reaching bad conclusions.
To be fair, not all data scientists are equally rigorous in qualifying the output of their models and incorporating uncertainties;
others will need to take a stronger role as educators and guides, to help our clients and coworkers use these new tools effectively.
- On Sunday, January 20, 2019
Data Science with Python Pandas by Athena Kan
Harvard Business Review named data scientist "the sexiest job of the 21st century." Python pandas is a commonly-used tool in the industry to easily and ...
Lecture: Mathematics of Big Data and Machine Learning
MIT RES.LL-005 D4M: Signal Processing on Databases, Fall 2012 View the complete course: Instructor: Jeremy Kepner ..
Anomaly Detection: Algorithms, Explanations, Applications
Anomaly detection is important for data cleaning, cybersecurity, and robust AI systems. This talk will review recent work in our group on (a) benchmarking ...
What Is Statistics: Crash Course Statistics #1
Welcome to Crash Course Statistics! In this series we're going to take a look at the important role statistics play in our everyday lives, because statistics are ...
The wonderful and terrifying implications of computers that can learn | Jeremy Howard | TEDxBrussels
This talk was given at a local TEDx event, produced independently of the TED Conferences. The extraordinary, wonderful, and terrifying implications of ...
Can Google Predict Who Will Commit Crimes? | Seth Stephens-Davidowitz
Are you a future criminal? You might not think so, says data scientist Seth Stephens-Davidowitz, but what do you look like on paper? Have you ever searched ...
Data Science in Cyber-Security and Related Statistical Challenges
Data science techniques have an important role to play in the next generation of cyber-security defenses. Inside a typical enterprise computer network, a number ...
New Tools to Measure Our Mood and Predict the Future | Chris Hansen | TEDxMileHigh
Can social media help predict the future by measuring our mood? In this fascinating talk, public research pioneer Chris Hansen looks at the power of a new ...
Psychological Research - Crash Course Psychology #2
You can directly support Crash Course at Subscribe for as little as $0 to keep up with everything we're doing. Also, if you ..