AI+ Data Agent™

Empower businesses with AI + Data Agent™ to unlock insights, automate analytics, and drive smarter decisions.

Empowering the Future with AI+ Data Agent: 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

Módulos

  • Module 1: Introduction to AI Agents:
    1. 1.1 What is an AI Agent?
    2. 1.2 Components of AI Agents
    3. 1.3 Types of AI Agents
    4. 1.4 Hands on: No-Code AI and Machine Learning Models for Data Agents
  • Module 2: Data Agents and Their Role in AI Systems:
    1. 2.1 AI Data Agents
    2. 2.2 AI vs. AI Data Agent
    3. 2.3 Components of AI Data Agents
    4. 2.4 Types of AI Data Agents
    5. 2.5 Existing AI Data Agents in Trend
  • Module 3: Data Collection and Acquisition for AI Data Agents:
    1. 3.1 Steps in AI Data Collection Structure & Plan
    2. 3.2 Methods of Data Collection
  • Module 4: Data Pre-processing and Feature Engineering:
    1. 4.1 Data Cleaning and Transformation
    2. 4.2 Feature Engineering for AI Models
    3. 4.3 No-Code AI Data Agent for Preprocessing & Feature Engineering
  • Module 5: AI and Machine Learning Models for Data Agents:
    1. 5.1 Introduction to Machine Learning Models for Data Agents
    2. 5.2 Model Selection and Training
    3. 5.3 Hands on: No-Code AI and Machine Learning Models for Data Agents
  • Module 6: Ethics, Security, and Privacy in AI Data Agents:
    1. 6.1 Ethical Considerations in AI Data Agents
    2. 6.2 Security and Privacy Concerns
  • Module 7: Capstone Project:
    1. 7.1 Problem Statement
    2. 7.2 Practical Implementation
    3. 7.3 Evaluation and Optimization
    4. 7.4 No-Code AI and Machine Learning Models for Data Agents

Herramientas de IA

  • 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
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