This repository contains projects and assignments developed throughout the Data Science program at FIAP (Faculty of Informatics and Administration).
Program: Data Science
Institution: FIAP - São Paulo, Brazil
Focus Areas: Artificial Intelligence, Analytics, Cloud & Data Platforms
The Data Science program at FIAP provides comprehensive training in data intelligence and AI, covering the complete data lifecycle with strategic vision and results-oriented approach. The curriculum combines theoretical knowledge with hands-on practice through real-world challenges proposed by industry-leading companies.
- Data Analysis and Visualization
- Machine Learning and Deep Learning
- Artificial Intelligence and Predictive Modeling
- Natural Language Processing (NLP)
- Big Data Processing
- Cloud Computing (AWS, Azure, Google Cloud, Oracle Cloud)
- Data Pipelines and ETL
- Data Warehousing and Data Lakes
- NoSQL and Relational Databases
- Data Governance and Security
- Business Intelligence and Dashboards
Programming and Data Science:
- Python (Pandas, NumPy, Matplotlib, Seaborn, Plotly, Scikit-learn, TensorFlow, PyTorch)
- SQL and PL/SQL
Big Data and Processing:
- Hadoop, Apache Spark, Databricks
- Apache Kafka, Apache NiFi
Business Intelligence:
- Power BI, Tableau, Looker
Databases:
- MongoDB, Cassandra, Redis, Neo4J
Cloud Platforms:
- AWS, Azure, Google Cloud, Oracle Cloud
DevOps and Tools:
- Git, GitHub
- Docker, Docker Compose
- Airflow, Prefect
- Modern Data Architecture & Engineering
- Data Architecture, Analytics & NoSQL Solutions
- Smart SQL & Relational Databases
- Data Ethics, Governance & Security in the AI Age
- Statistical Methods for Data Science & Machine Learning
- Building Data-Driven Applications for Data Science
- Social and Sustainability Formation
- Nano Courses
- Data Protection & Ingestion Solutions
- Artificial Intelligence & Deep Learning Applications
- Data Visualization, Business Analytics & AI Integration
- Machine Learning & Artificial Intelligence for Data Science
- Cloud Solutions & Scalable Infrastructure
- Data Warehousing & Advanced Data Integration
- Nano Courses
The program awards professional qualification certificates at the end of each academic year:
- Data Architecture and Data Quality Governance
- Scalable Data Architectures and Big Data
- Advanced Data Analysis and Interactive Data Visualization
- Artificial Intelligence and Advanced Predictive Models
Projects are organized by semester and subject area, reflecting the progression through the curriculum and the development of increasingly complex solutions.
FIAP is a technology-focused institution with maximum evaluation (Grade 5) from the Brazilian Ministry of Education (MEC). The institution emphasizes practical, project-based learning through partnerships with leading global companies and tech giants.
Note: This repository is maintained as part of academic requirements and personal professional development.