Applied Data Science for Cyber Operations – February 22nd, 2022

Applied Data Science for Cyber Operations participants will go from zero prior knowledge to having the foundation and insight into multiple data science related capabilities and technical skills needed to begin your journey in to Artificial Intelligence, Machine Learning and Deep Learning. Students will cover open-source tools and techniques that are relevant to real world Data Science scenarios within the primary areas: Data Science Life Cycle, foundations in the Python Language and supporting Libraries for Analysis and Visualization, Data Processing and Management, Machine Learning and Model Selection and Operationalizing Analytics.

 

Who Should Attend this Course?
Threat Intel Analysts
SOC Operators
Red Team/Blue Team
Linguists

 

 What material is covered during the course?

Conceptual Skills Data Related Skills Mathematics
  1. Algorithmic Thinking
  2. Communication
  3. Collaboration
  4. Problem Solving
  5. Principles of Design
  6. Scientific Research Process
  7. Hypothesis Development

 

  1. Database Principles
  2. Data Cleaning
  3. Data Collection
  4. Data Engineering
  5. Data Operations
  6. Data Refining
  7. Data Visualizations
  8. Exploratory Data Analysis

 

  1. Statistics

 

 

 

 

 

Scripting Applications Machine Learning
  1. Python
  2. Maplotlib
  3. Numpy
  4. Folium
  5. Pandas
  6. GeoPandas
  7. Time
  8. JSON
  9. Seaborn
  10. Requests
  11. SciKit Learn
  12. Scipy
  13. Plotly
  14. Vader

 

 

 

  1. Jupyter
  2. Anaconda
  3. Github
  4. Introduction to APIs

 

 

 

 

 

 

 

 

 

  1. Model Comparison and Selection
  2. Model Deployment
  3. Natural Language Processing
  4. Deep Learning

 

 

 

 

 

 

 

 

 

Date

Feb 22 - 24 2022
Expired!

Time

8:00 am - 4:00 pm

Cost

$1,200.00

Location

IntelliGenesis

Organizer

Steve Scarbrough
Email
steve.scarbrough@intelligenesisllc.com

Offices:

Maryland Headquarters
6950 Columbia Gateway Drive,
Suite 450 
Columbia, MD 21046 USA
443-563-1870

Georgia Office
100 Grace Hopper Lane,
Suite 3700
Augusta, GA 30901 USA
706-955-1211

Texas Office
3331 General Hudnell Dr,
Suite 3
San Antonio, TX 78226 USA

Contact Info:

Email:
info@intelligenesisllc.com
Fax:
866-511-1193

Identifiers:

DUNS Number
793224366
CAGE Code
4QLA5

Locations:

•Maryland
•Texas
•Georgia
•Colorado
•Hawaii
•Alaska
•Utah