STANFORD DATA SCIENCE BOOTCAMP

After the overwhelming success of the Bootcamp in 2019, Dr. Shokoohi-Yekta will be presenting his extremely popular session at AI Everything. Mohammad has taught this course to more than 1000 students at Stanford Continuing Studies . Upon completion of this course you will have the requisite information about how data science can be applied in your organization which will make you an invaluable member of the team that will drive adoption and implementation of AI.
The workshop will be certified by the UAE’s National Program for Artificial Intelligence.
No computer science experience is necessary. Please carry your laptop along.

AGENDA
AGENDA

  • Inspiring applications of Data Science
  • Introductory programming and visualization in R
  • Applied machine learning in R
  • Install/run R and RStudio
  • Data visualization and creating meaningful plots using the “ggplot2” package
  • Predictive modeling including regression analysis and classification methods
  •  Clustering algorithms
  • Building recommender systems by applying association rule mining
  • Deep Learning and its Applications