Data & AI Academy
Course 001
Intro to Artificial Intelligence
80h | 🚀 27JAN2025 | Hybrid
🇵🇹 Course taught in Portuguese
Head Coach: Sérgio Silva | Location: Lisbon + Remote
WHAT ARE YOU GOING TO LEARN
Introduction to Artificial Intelligence and Real Applications
Fundamentals of Programming in Python
Essential Libraries: Numpy, Pandas, Matplotlib
Introduction to Machine Learning: Basic Concepts and Simple Algorithms (Linear Regression and Classification)
Practice with No-Code AI Tools (Google AutoML or Teachable Machine)
Data Preprocessing and Feature Engineering
Building Your First AI Models: Hands-On Projects
Introduction to Neural Networks and Deep Learning Basics
Ethics and AI: Responsible and Ethical Use of Technology
TARGET AUDIENCE
Students, professionals in career transition, curious about technology
No previous experience is required
WHY YOU SHOULD JOIN
Kickstart your AI journey with practical skills and real-world applications! Master Python basics, explore key AI tools, and learn to create solutions using no-code platforms. Perfect for beginners, this program is your gateway to future-proofing your career in tech.
BENEFITS
No Cost: Advance your career without financial barriers
Digital Skills: Stay competitive in a tech-driven world
Career Growth: Certification in sought-after skills opens new doors
Networking: get to know nice people who can take you to another level
COST
Learn for Free with Cheque-Formação + Digital
Take your skills to the next level without spending a cent! Thanks to the Cheque-Formação + Digital program, supported by the IEFP, you can enroll in eligible courses and receive a full reimbursement of your fees.
How It Works:
Enroll in an Eligible Course: Select a course designed to boost your digital skills.
Apply for the Program: Submit your application through the IEFP portal—it’s quick and simple.
Get Reimbursed: Once approved, the program covers 100% of your course cost.
Don’t miss this chance to upskill for free. Start today with Cheque-Formação + Digital!
Not eligible for Cheque-Formação? Contact us.
Learn, Your Way: A Dynamic 80-Hour Adventure!
Get ready for a fun and flexible learning journey that’s tailored to your lifestyle! Our course combines 40 hours of in-person classes and 40 hours of asynchronous magic, giving you the best of both worlds.
The Schedule
In-Person Action: Meet us every Monday and Wednesday for 4 hours of hands-on learning. That’s where the real-time energy, live discussions, and team spirit come alive.
Asynchronous Freedom: The remaining 40 hours? They're yours to conquer anytime, anywhere. Whether it’s early morning coffee or a late-night burst of genius, you’re in charge of your pace.
Why It Rocks
Face-to-Face Fun: Build connections, share ideas, and get direct support from your instructor.
Learn on Your Terms: Flexibility meets responsibility—dive into the material when it suits you best.
Double the Benefits: Combine structured classes with self-paced exploration to maximize your learning.
So grab your calendar, mark those Mondays and Wednesdays, and prepare for an engaging, hybrid learning experience that fits into your life like a glove!
Syllabus
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What is AI? History and evolution
Areas of AI application (healthcare, industry, marketing, etc.)
Differences between AI, Machine Learning, Deep Learning, and Data Science
Ethics and the societal impact of AI.
Practice: Analyse real-world AI cases and their market applications
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Programming logic and basic syntax.
Control and repetition structures.
Handling lists, dictionaries, and sets.
Introduction to libraries: Numpy, Pandas, and Matplotlib.
Practice: Create a script to process and visualise simple data.
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What is Machine Learning? The lifecycle of a project
Basic algorithms: Linear Regression and Classification with KNN
Splitting data into training and testing sets
Basic evaluation metrics (accuracy, MAE, etc.)
Practice: Build a simple model to predict house prices.
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No-code AI tools: Google AutoML, Teachable Machine
Final Project: Practical application using no-code (e.g., image recognition)
Certification: Project assessed by instructors with detailed feedback
Start your engine!
DGERT Certified
Courses certified by DGERT
The official DGERT certification in digital format is provided to students upon completion. It includes the hourly breakdown (modular and total), the final course grade, DGERT certification, along with a stamp and signature.
