Cybersecurity Training
Full-Time (2months) & Part-Time (4 months)
Cybersecurity
The Cybersecurity (CS) Program is designed for IT and non-IT professionals who are interested to transition their career into Cybersecurity Analyst, SOC professional, Cybersecurity Consultant and Advisor
Overview.
The cybersecurity program is delivered in an 18 weeks part time and 9 weeks full time format and is designed for career-driven professionals to transition into the cybersecurity industry.
The program includes a job outcomes program in collaboration with industry partners. The course content has been tailored to give you the skills that are demanded by businesses in today’s rapidly evolving job market.
Remote learning is available for this program. The interactive remote format enabled by video conferencing technology is a rich and connected experience featuring virtual break-out rooms, shared screens, digital whiteboards, peer to peer collaboration and instructor support.
Program Summary
* Cybersecurity Fundamentals
* Linux Fundamentals
* Top Challenges Businesses Face Today
* TCP IP
Network
* Security Foundations
* Consulting and Interpersonal Skills
* Cybersecurity Offensive
* Concepts and Techniques (Ethical Hacking and Cryptography)
* The Defensive Mindset
Incident Response
* Threat Intelligence Management
* Computer Forensics
* Performing Risk
Compliance and Compliance
* Frameworks *Higher Order Impacts on Cyber Risks
* Business Continuity Planning
* Threat Modelling
* AWS Security
Projects
- Two (2) mini-projects
- One (1) Capstone project
Pros:
- 3 month support after finishing the course
- Best books in Cybersecurity will be freely provided
Data Science Training
Full-Time (2months) & Part-Time (4 months)
Data Science
The Data Science & Artificial Intelligence (AI) Program is designed for IT and non-IT professionals who are interested to transition their career into data science, analytics, machine learning and artificial intelligence.
Overview The data science & AI program is delivered in a 18 weeks part time and 9 weeks full time format and is designed for career-driven professionals to transition into the big data and AI industry.
The program includes pre-work, intensive practical training, industry certification and a job outcomes program in collaboration with industry partners.
The course content has been tailored to give you the skills that are demanded by businesses in today’s rapidly evolving job market. Remote learning is available for this program.
The interactive remote format enabled by video conferencing technology is a rich and connected experience featuring virtual break-out rooms, shared screens, digital whiteboards, peer to peer collaboration and instructor support.
Program Summary
*Linear algebra, Calculus, Multivariable Calculus, Statistics and Probability
Git and Github
*SQL, NOSQL , APIs and Webscraping
*Exploratory Data Analysis (EDA)
*Supervised Machine Learning Models
*Unsupervised Machine Leaning Models
*Ensemble models
*Natural Language Processing (NLP)
* Text Analytics Framework
* Natural Language Toolkit
* Text Classification
* Sentiment Analysis
*Deep Learning (CNN, RNN)
* Neural Networks and Deep Learning
* Deep Learning for Tabular Data
* Deep Learning for Image Data
* Classification of images with CNN
* Unsupervised learning with AE
* Recurrent Neural Networks (RNN)
* RNN Application in Text Generation
* RNN Application in Text Classification
* RNN Application in Multivariate Time Series Forecasting
*Motivation for SNA
* Graph Theory
* Social network analysis
* Evolutionary Computation:
Genetic Algorithms
*Recommended Systems
* Recommendation techniques
* Fuzzy Control Systems
* Machine learning optimization
* Reinforced Learning
*Time Series Analysis
* Cognitive Computing: Concepts & Applications
* Robotic Process Automation : Concepts & Applications
* Deployment, DevOps, AutoML
* Zero coding Machine Learning
Projects
- Three (3) mini-projects
- One (1) Capstone project
Prerequisites Basic Python Coding
Pros:
- 3 months support after finishing the course
- A book will be provided for each section of the curriculum
- Access to brand new machine learning python codes (projects)