Course

What will you learn:

• Analytical evolution: Big Data + Artificial Intelligence;
• How to Choose a Project for Artificial Intelligence;
• Workflow of an Artificial Intelligence / Machine Learning project;
• Building a team for an AI project;
• Setting up a cross-functional team with Business specialists.

What will you learn:

• Knowing what API's are and how they can help your business grow;
• Introducing the main Artificial Intelligence APIs;
• What can Microsoft, Google, AWS and IBM offer you?
• Creating an AI application in minutes.

What will you learn:

• 8/05/2021 - RPA (Robot Process Automation) - Alexandre Seidl
• 8/12/2021 - Machine Learning - Diego Nogare
• 8/19/2021 - Computer Vision - Alessandro Faria (Cabelo)
• 8/26/2021 - NLP (Natural Language Processing) - Alexandro Romeira.

What will you learn:

• How to assess the potential adherence of candidate processes to automation with RPA
• How to identify the benefits to be obtained and the complexity of the processes for automation
• How to create a process automation roadmap with RPA
• What are the architectural components of an RPA platform
• Good automation development practices with RPA

What will you learn:

• Supervised Learning
• Classification
• Regression
• Unsupervised learning
• Clustering

What will you learn:

• Understanding image acquisition
• Understanding the impact of the hardware environment
• Processing, filters, segmentation and morphology concepts
• Pattern recognition and Convolutional Neural Network
• Understanding the development of applications for object recognition.

What will you learn:

• Introduction and Legal Aspects (LGPD and GDPR)
• Understanding the aspects and characteristics of each legislation
• What are Personal Data and Sensitive Data
• What are the concepts of consent, revocation, deletion and data portability
• Special aspects for Personal Data of Children and Adolescents

What will you learn:

• Introduction to natural language processing
• Text normalization (tokenization, stemming and stopwords)
• Exploring text data
• Uses and applications in Natural Language Processing
• Development and discussion of a basic Machine Learning model for text classification

What will you learn:

• 09/08/2021 - Analytics Foundations - Alexandre Nicolau
• 09/15/2021 - From IoT to Big Data - Gabriel Martins Dias
• 09/22/2021 - Data Transformation, Strategy and Governance - Alexandre Del Rey
• 09/22/2021 - Storytelling with Data - Alexandro Romeira.