Predictive AI by Example in the Cloud with Oracle
Level: Assistant
Dive into the heart of artificial intelligence and cloud with a 100% free program! Accessible to all, it allows you to master the basics of applied AI and cloud, while earning recognized certifications and 3 ECTS.
Apply Now
LEARNING FORMAT
100% ONLINE
EUROPEAN CREDITS
3 ECTS
CERTIFICATION
ORACLE & ESTIA
DURATION
2 MONTHS
OVERVIEW
This program 100% free offers an in-depth exploration of three key areas through three distinct and complementary courses.
The first course "AI by Example" designed by ESTIA, introduces you to the fundamentals of Artificial Intelligence, Big Data, and Deep Learning. Through hands-on practical cases and tools like Python, TensorFlow, and R, you will learn how to manipulate complex datasets, develop predictive analytics applications, and understand the different types of neural networks.
With the second course "Become an OCI Foundations Associate" you will dive into the world of cloud computing by exploring Oracle Cloud Infrastructure (OCI) services. This course will enable you to manage cloud resources, ensure their security, and implement effective solutions to optimize costs.
Finally, the third course "Become an OCI AI Foundations Associate" immerses you in advanced artificial intelligence technologies, including generative AI and large language models. You will explore Oracle AI tools and learn to apply these technologies in varied and practical contexts.
✅ These three courses will enable you to obtain two free Oracle certifications, "Oracle Cloud Infrastructure Foundations Associate (1Z0-1085)" and "Oracle Cloud Infrastructure AI Foundations Associate (1Z0-1122)," and to validate 3 ECTS credits as part of the Bachelor BIHAR program.
PRE-REQUISITES
Entry Level:
- High school graduates or beginners, no prior experience required.
- An interest in artificial intelligence, cloud, and digital technologies is recommended.
- For advanced students (3rd-year undergraduates to Master’s level): This program serves as an excellent refresher in applied AI.
COURSES
All courses are offered in the form of MOOC videos, giving you complete flexibility in your learning journey.
The academic course "AI by Example" hosted on the Moodle platform and managed by Datum Academy, provides access to educational videos, downloadable course materials, and detailed practical cases. This format is designed to help you easily understand the concepts and apply them to real-world projects.
The courses "Become an OCI Foundations Associate" and "Become an OCI AI Foundations Associate" are directly accessible on the Oracle platform. They include interactive videos and resources specifically designed to prepare you for associated certifications.
AI by Example (⌛ 30 hours) :
- Module 1: Data, Artificial Intelligence, and Big Data
- Module 2: Neural Networks
- Module 3: Deep Learning
- Module 4: Unsupervised Machine Learning and Knowledge Extraction
- Module 5: Chatbots and Large-Scale Natural Language Processing (via Deep Learning)
- Module 6: Multidisciplinary Concepts in Data Economy and Artificial Intelligence
Become an OCI Foundations Associate (⌛ 8 hours) :
- Module 1: OCI Introduction
- Module 2: Identity and Access Management
- Module 3: Networking
- Module 4: Compute
- Module 5: Storage
- Module 6: Database
- Module 7: Security
- Module 8: Governance and Administration
Become an OCI AI Foundations Associate (⌛ 4 hours) :
- Module 1: AI Foundations
- Module 2: Machine Learning Foundations
- Module 3: Deep Learning Foundations
- Module 4: Generative AI and LLM Foundations
- Module 5: OCI AI Portfolio
- Module 6: OCI Generative AI Service
- Module 7: OCI AI Services
SKILLS TO MASTER
1. AI by Example:
✔️ Mastery of fundamentals in Machine Learning, Deep Learning, and Big Data (SQL, NoSQL).
✔️ Practical experience with tools such as Python, TensorFlow, R, and IDEStudio.
✔️ Execution of real-world projects: tweet analysis, health/agriculture predictions, clustering, and association rule extraction.
✔️ In-depth understanding of neural networks (perceptrons, recurrent networks, deep networks).
✔️ Differentiation between supervised and unsupervised learning.
2. Become an OCI Foundations Associate:
✔️ Understanding Oracle Cloud Infrastructure (OCI) concepts, such as cloud architecture, identity management, and virtual cloud networks (VCN).
✔️ Deployment and management of cloud services: compute, storage, databases, and Kubernetes.
✔️ Securing resources with tools like Cloud Guard and encryption.
✔️ Cost optimization and efficient management of cloud resources.
3. OCI AI Foundations:
✔️ Acquisition of key concepts in Machine Learning, Deep Learning, and Generative AI.
✔️ Exploration of large language models and Oracle's AI services.
✔️ Hands-on practice with Oracle AI solutions, including infrastructure, data, and ML/AI services.
✔️ Implementation of real-world applications in applied AI.
FEES
Price with Certification
499 € (VAT included)
Price without Certification
3 € (VAT included)
FAQ
Contrary to the MSc eBIHAR, the Digital Companion courses are not eligible for payment in several installments.
Contrary to the MSc eBIHAR, the Digital Companion courses are not eligible for payment in several installments.
Apply Now
Please login to your Datum Account to apply for the "Predictive AI by Example in the Cloud with Oracle" Digital Companion.
If you don't already have a Datum Account, you can create one with the button below.
