Artificial Intelligence and Machine Learning Courses

AI+ Data Agent - Self-paced

Length 365 days access
Inclusions Online exam

Course overview

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Why study this course

The AI+ Data Agent certification course is designed for data scientists, ML engineers, AI developers, and technical professionals looking to build intelligent, autonomous data agents. It delivers a comprehensive foundation in agentic AI architecture, data pipelines, and machine learning, equipping participants with the skills to design, build, and deploy real-time decision-making systems across industries such as healthcare, retail, and agriculture.

Participants will explore key concepts including AI agent architecture, data collection and preprocessing, feature engineering, and machine learning model implementation, alongside ethical and compliance considerations. The course emphasises hands-on, practical application using no-code platforms and a capstone project, enabling learners to gain real-world experience in developing, deploying, and optimising intelligent data agents capable of operating effectively in dynamics.

Exam and certification

This course prepares students for the corresponding certification. The exam/assessment is completed online and provided as part of the course content.

The exam is:

90 minutes
50 multiple choice / multiple response questions
Pass mark is 35 out of 50 (i.e. 70%)
Online via AI Proctoring platform

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What you’ll learn

Through this course, students will be able to:

Grasp the skills to build and deploy AI data agents using no-code platforms.
Gather, process, and analyze data using AI tools.
Learn to implement machine learning models for real-time decision-making systems.
Grasp key ethical and privacy issues surrounding AI data agents and their deployment.
Apply knowledge to create intelligent decision-making systems for healthcare, retail, agriculture, and more.

AI CERTs at Lumify Work

AI CERTs® stands at the forefront of AI and blockchain certification, offering world-class programs that prepare individuals to lead in these rapidly growing fields. AI CERTs courses and certifications are vendor agnostic and designed to bridge the gap between theoretical knowledge and practical application, ensuring learners are equipped to make an immediate impact in their careers.
Lumify Work is a Platinum Authorized Training Partner for AI CERTs in Australia, New Zealand, and the Philippines.

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Who is the course for?

This course is intended for:

AI Enthusiasts
Data Science Professionals
Tech Innovators
Business Leaders
No-Code Learners

Course subjects

Module 1: Introduction to AI Agents

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

Module 2: Data Agents and Their Role in AI Systems

AI Data Agents
AI vs. AI Data Agent
Components of AI Data Agents
Types of AI Data Agents
Existing AI Data Agents in Trend

Module 3: Data Collection and Acquisition for AI Data Agents

Steps in AI Data Collection Structure & Plan
Methods of Data Collection

Module 4: Data Pre-processing and Feature Engineering

Data Cleaning and Transformation
Feature Engineering for AI Models
No-Code AI Data Agent for Preprocessing & Feature Engineering

Module 5: AI and Machine Learning Models for Data Agents

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

Module 6: Ethics, Security, and Privacy in AI Data Agents

Ethical Considerations in AI Data Agents
Security and Privacy Concerns

Module 7: Capstone Project

Problem Statement
Practical Implementation
Evaluation and Optimization
No-Code AI and Machine Learning Models for Data Agents

Prerequisites

Familiarity with data collection, cleaning, and preprocessing is beneficial but not mandatory.
No prior coding knowledge.
A foundational understanding of data science, algorithms, and decision-making principles is recommended.
A passion to explore AI agents and data-driven decision-making.
Willingness to learn more about AI and autonomous data agent development.

Terms & Conditions

The supply of this course by Lumify Work is governed by the booking terms and conditions. Please read the terms and conditions carefully before enrolling in this course, as enrolment in the course is conditional on acceptance of these terms and conditions.