atet

packages_ls = c("data.table","pbapply","httr","jsonlite","stringr")

for(package in packages_ls){
  if(!require(package, character.only = TRUE)){
    cat("+ Installing ", package, "\n")
    install.packages(package)
  }
  cat("+ Loading ", package, "\n")
  library(package, character.only = TRUE)
}

atet

2022 Ignited Education:
Cyber Curriculum

November 16, 2022:
Cybersecurity Learning Community Panel

---

Speaker Notes for:

Athit Kao, PhD
Innovation and Outreach Lead

atet

2022 NIST NICE Conference & Expo:
Demystifying Cybersecurity

June 6, 2022 (Pre-Conference Workshop):
The Impact of Automation, Artificial Intelligence, Machine Learning, and Other Emerging Technologies on the Cybersecurity Workforce

---

Speaker Notes for:

Athit Kao, PhD
Solutions and Business Development Lead for AI/ML

atet

Nvidia presentation for Thursday, 12/10/2020 workshop.

Demo files available at: https://ngc.nvidia.com/catalog/collections

NOTE: This is public content created by Nvidia and does not contain proprietary information.

atet

# For aag123, HTH - atet

# INITIAL DATA
alldata_ls = list(list(1, 2, 3), list(4, 5, 6), list(7, 8, 9))

# INNER FUNCTION
FUN_INNER = function(x){
   # DO SOMETHING
   return(x)
}

atet

# For aag123, HTH - atet

original_ls = list(
   "params1" = c("a","b","c"),
   "params2" = c("x","y","z")
)

str(original_ls)

# Lookup for each index

atet

# For aag123, HTH - atet

reads_vc = c(  10,   20,   30)
rnain_vc = c(1000, 2000, 3000)

# 1. Make new list to store all combinations
combination_ls = list()

# 2. Make all combinations first
for(i in 1:length(reads_vc)){

atet

# R Ladies Hackathon 20200228
# Hello all, we were commenting on getting the raw data from https://data.edd.ca.gov, the fastest way I found was:
#
# 1. Register for a free API token (can only make a limited number of requests without one): https://opendata.socrata.com/login
# 2. Search for a specific dataset on https://data.edd.ca.gov/browse, e.g. "Current Employment Statistics (CES)"
# 3. Select your dataset from the results then click on the top-right "API" button to show the link to the "API endpoint" (leave default as JSON)
# 4. Install package "RSocrata": https://cran.r-project.org/web/packages/RSocrata/RSocrata.pdf
# 5. Example download JSON as data.frame:

# install.packages("RSocrata")

atet

# For aag123, HTH - atet

# install.packages('gtools')
library(gtools)
# Number of permutations with replacement = alphabet^length
set.seed(1)
alphabet = c("A","T","C","G")
n_start = 2
n_end = 4
n_trials = 100