Opleiding: AI+ Data Agent Specialty™

Formerly known as AI+ Data Agent™ <br> <br> Empower businesses with AI + Data Agent Specialty™ to unlock insights, automate analytics, and drive smarter decisions.

• Empowering the Future with AI+ Data Agent Specialty™: Shaping Smarter Decision-Makers
• Beginner-Friendly Certification: Perfect entry point to understand data-driven AI concepts and automation tools
• Comprehensive Foundation: Explores AI data handling, analytics, and real-world business insights
• Open to All: Designed for learners with curiosity about using data and AI for smarter outcomes

• 1.1 What is an AI Agent?
• 1.2 Components of AI Agents
• 1.3 Types of AI Agents
• 1.4 Hands on: No-Code AI and Machine Learning Models for Data Agents

• 2.1 AI Data Agents
• 2.2 AI vs. AI Data Agent
• 2.3 Components of AI Data Agents
• 2.4 Types of AI Data Agents
• 2.5 Existing AI Data Agents in Trend

• 3.1 Steps in AI Data Collection Structure & Plan
• 3.2 Methods of Data Collection

• 4.1 Data Cleaning and Transformation
• 4.2 Feature Engineering for AI Models
• 4.3 No-Code AI Data Agent for Preprocessing & Feature Engineering

• 5.1 Introduction to Machine Learning Models for Data Agents
• 5.2 Model Selection and Training
• 5.3 Hands on: No-Code AI and Machine Learning Models for Data Agents

• 6.1 Ethical Considerations in AI Data Agents
• 6.2 Security and Privacy Concerns

• 7.1 Problem Statement
• 7.2 Practical Implementation
• 7.3 Evaluation and Optimization
• 7.4 No-Code AI and Machine Learning Models for Data Agents

• Python
• TensorFlow
• PyTorch
• Scikit-learn
• Keras
• LangChain
• Hugging Face Transformers
• Jupyter Notebooks
• Power BI
• Tableau
• Pandas
• NumPy
• SQL
• Apache Spark
• Airflow
• DataBricks
• RESTful APIs
• Matplotlib
• Data Visualization & Automation Tools

Online proctored exam included, with one free retake.
Exam format: 50 questions, 70% passing, 90 minutes, online proctored exam

Access to all materials and exams is provided for 365 days after delivery.