FTI109 - Artificial Intelligence Essentials
Learn Python, cloud computing, generative AI, and machine learning in just 3-9 weeks.
Course Overview
Jumpstart your career in AI with the Artificial Intelligence Essentials Course — a hands-on, fast-track program designed to give you foundational skills in Python programming, cloud computing, generative AI, dashboards, and machine learning. Whether you’re looking to upskill quickly or dive into a new career path, this intensive course equips you to analyze real-world data, build dashboards, and apply machine learning techniques — all in just 3 weeks full-time or 9 weeks part-time.
Duration: FT: 1 week | PT: 3 weeks
Build your programming foundation with Python — the language of data science and AI. Learn scripting, data structures, libraries, and functions. End the module with a Python data analysis project to showcase your skills.
What You'll Learn:
- Apply basic programming concepts to real-world use cases
- Script in Python using core data science techniques
- Work with data types like tuples, dictionaries, and lists
- Develop a complete Python script to analyze and present data
Duration: FT: 1 week | PT: 3 weeks
Unlock the power of big data and scalable analytics with cloud computing. Learn to use PySpark, SQL, and Python libraries (Numpy, Pandas, Seaborn) to manipulate large datasets. Build interactive dashboards and integrate generative AI for deeper insights.
What You'll Learn:
- Build dynamic dashboards using data visualization libraries
- Process structured and semi-structured data with PySpark
- Analyze datasets using SQL and relational table concepts
- Use generative AI for enhanced data interpretation
Duration: FT: 1 week | PT: 3 weeks
Get hands-on with supervised machine learning techniques and statistical learning theory. Understand model evaluation using metrics like ROC AUC and deploy your own predictive model.
What You'll Learn:
- Implement machine learning models like decision trees and logistic regression
- Prepare data using feature extraction and normalization
- Leverage statistics and probability to derive AI insights
- Complete a machine learning project for real-world application
- Accelerated Format: Complete in 3 weeks (FT) or 9 weeks (PT)
- Project-Based Learning: Real-world projects included in every module
- Flexible Scheduling: Choose a part-time or full-time track
- In-Demand Skills: Python, PySpark, SQL, cloud computing, generative AI, and machine learning
- Career-Ready Curriculum: Ideal for professionals, career switchers, and students entering the AI field
Join the Artificial Intelligence Essentials Course and gain job-ready skills to launch your career in AI. With real-world projects, expert instructors, and flexible pacing, this course puts you on the fast track to success.
Application
For More Information
Duration
Full-Time: 3 weeks
Part-time: 9 weeks
Commitment
Full-time: 40 hours per week
Part-time: 13 hours per week
Skill Level
Beginner
Delivery
Weekly instruction, feedback, and support
Start Date
First Monday of each month
Led By
Experienced industry instructors
Features
Flexible schedules and small class sizes (5 max)
Value
Flexible, affordable, high-quality education