AI Specialist Program

A program preparing students with the latest technologies and frameworks in the AI and Machine Learning (ML) domains.

550 hours

Artificial Intelligence and Machine Learning

550 hours

Artificial Intelligence and Machine Learning

ABOUT THE PROGRAM

The global AI Software Market is expanding at an impressive rate. AI technology is now a credible source of business innovation. Therefore, investing in its adoption has become an option for today’s companies. Many startups and small businesses are concentrating on the development and implementation of AI, and its potential to penetrate diverse markets is growing. Therefore, for any IT professional looking to further their expertise, specializing in AI would open many new career paths.

SOTERIA Global’s unique training emphasizes hands-on, practical work in training labs, using some of the most advanced learning technologies in the world. At the end of the course, you will be able to write AI/ML applications with Python, install AI/ML services in some of the biggest cloud providers, develop AI algorithms and work as an AI/ML programmer.

The course covers the following topics:

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Linux command-line

Linux overview
Setup Linux from scratch
Working with files and directories
Text processing
Regular expressions
Searching for files
Linux networking
Linux users and permissions
Package management and code compilation
Process Management
Linux services (web server, database, dhcp, ssh)

Building tools with Python

Hello python
Expressions, data types, variables and simple logic
Solving problems with python flow control, conditionals, and loops
Text processing, handling strings, lists and regular expressions
Functional programing, exception handling and better use of cmd interface
Generating dictionaries and working with files

Python for AI

SciPy
NumPy
MatplotLib
Theano

Intro to Databases

Relational DB’s
NoSql DB’s
Intro to SQL
DB’s with Python

Working with GitHub

Installation
Daily work
Git Packages

Matlab

Command prompt and expressions
Variables
Lists and Vectors
Indexing
Basic plotting
Vectors
Debugging with MAtlab

Machine Learning

Practical data science with SageMaker
Introduction
Decision trees
Regression algorithms
Clustering

Cloud and Services

Introduction to Cloud
Using AWS services
AWS ML-Building blocks
Machine learning pipeline on AWS

Deep Learning

Convolutional networks
Unsupervised learning
Sentiment analysis model
Using TensorFlow

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ABOUT SOTERIA GLOBAL

SOTERIA Global is a global leader in cyber-security training solutions and services.

The cyber world is now a part of our everyday life. New technology emerges daily, and as opportunities increase, so do cyber risks. Threats constantly evolve, and we must protect our valuable assets.

A successful cyber defense has many factors, but they all have one thing in common: dedicated, skilled individuals.

SOTERIA Global experts develop our solutions and rely on the best technological assets in the market. Our impressive global presence expands over four continents, giving us access to the best cybersecurity professionals.

Our solutions range from customized training programs to developing cyber-oriented facilities, ensuring that individuals and organizations are ready to face real-world threats. Over the years, we have worked with various organizations across many sectors, giving us the skillset to shape and adapt our solutions to meet our client’s needs.

COURSE INFO

Software Engineers
Python Programmers

English – High level
2+ years of experience in programming
Knowledge in Linux – An advantage
Familiarity with AWS or Azure NL services -an advantage

Advance python programming
Using the tools of trade and available cloud services
Implementing AI and ML models and architecture
Understanding deep learning

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