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AI+ Data Agent™

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  • AI+ Data Agent™
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  • Course level: Intermediate

About Course

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

Description

About This Course

  • 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

Course Modules

1

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
2

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
3

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
4

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
5

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
6

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
7

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

AI Tools You’ll Learn

Python

Python

TensorFlow

TensorFlow

PyTorch

PyTorch

Scikit-learn

Scikit-learn

Keras

Keras

LangChain

LangChain

Hugging Face Transformers

Hugging Face Transformers

Jupyter Notebooks

Jupyter Notebooks

Power BI

Power BI

Tableau

Tableau

Pandas

Pandas

NumPy

NumPy

SQL

SQL

Apache Spark

Apache Spark

Airflow

Airflow

DataBricks

DataBricks

RESTful APIs

RESTful APIs

Matplotlib

Matplotlib

Data Visualization & Automation Tools

Data Visualization & Automation Tools

What Will I Learn?

  • Exam Format
  • 50 questions, 70% passing, 90 minutes, online proctored exam

About the instructor

M

Media

0 (0 ratings)

70 Courses

8 students

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$99.00

Material Includes

  • Included
  • Instructor-led OR Self-paced course + Official exam + Digital badge

Requirements

  • Basic understanding of data management, analytics, and automation, with interest in AI-driven analysis and intelligent agent design. Ideal for learners seeking hands-on experience, industry recognition, and future-ready expertise in data systems, analytics, and autonomous technologies.

Target Audience

  • Duration
  • Instructor-Led: 1 day (live or virtual)
  • Self-Paced: 8 hours of content
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