Artificial Intelligence and Machine Learning Courses

AI+ Business Intelligence

Length 5 days
Price $4345 inc GST
Inclusions Online Exam

Course overview

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Why study this course

The AI+ Business Intelligence (BI) is a five-day course for professionals aiming to enhance data-driven decision-making with AI and BI tools. It covers AI and BI fundamentals, data preparation, machine learning, and techniques like deep learning. Participants will gain hands-on experience with Python, Power BI, and Tableau, focusing on data visualisation and predictive modeling, and apply AI in real-world scenarios through a capstone project.

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

This course offers a combination of online labs, projects, and case studies.

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What you’ll learn

This course is designed to teach participants how to:

Effectively use AI and Business Intelligence platforms like Python, Power BI, and Tableau to analyse and visualise data
Understand how to incorporate AI techniques, such as machine learning and predictive modeling, into BI processes
Develop the skills to analyse large and complex data sets to generate actionable insights for business decisions
Build and deploy predictive models that can help forecast future trends and inform business strategies
Gain hands-on experience with AI methods, including deep learning and generative AI, in a business context
Utilise AI-driven insights to support better, data-backed decision-making processes across various business functions
Create meaningful and impactful data visualisations to communicate insights clearly to stakeholders

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 an Authorized Training Partner for AI CERTs in Australia, New Zealand, and the Philippines.

View all AI CERTs at Lumify Work courses

Who is the course for?

This course is intended for:

BI Managers
Analytics Directors
Data or AI PMO Leads
FP & Analysts
BI Consultants

Course subjects

Module 1: Introduction to AI and BI Fundamentals

Overview of AI and BI Integration
Core Concepts in Business Intelligence
Data Analysis Process and AI's Role
BI Trends and Challenges
Case Study
Hands-on Activity

Module 2: Python for AI-Driven Business Intelligence

Python Programming Fundamentals
Advanced Python Libraries for BI
Visualisation with Python
Hands-on Activity

Module 3: Data Preparation and Feature Engineering with AI

Data Collection Techniques
Data Quality & Evaluation
Advanced Data Preparation
Hands-on Activity

Module 4: Machine Learning (ML) for Business Intelligence

ML Models for BI
Hands-on Activity

Module 5: Advanced AI and Generative AI for BI

Deep Learning and Neural Networks for BI
Generative AI for BI
Hands-on Activity

Module 6: Statistical Analysis with AI Tools

Statistical Analysis for BI
Time Series Analysis
Hands-on Activity

Module 7: AI-Powered Business Intelligence Tools

AI in BI Platforms
Power BI Essentials
Tableau Essentials
Hands-on Activity

Module 8: Prompt Engineering for AI-Driven BI

Introduction to Prompt Engineering
Crafting Effective Prompts
Hands-on Activity

Module 9: Communication Skills

Data Storytelling & Communication
Solution Presentation

Module 10: Capstone Project

Capstone Project 1
Capstone Project 2
Capstone Project 3

Prerequisites

Basic Computer Skills: Familiarity with software applications
Foundational Data Concepts: Basic knowledge of data analysis (beneficial, not mandatory)
Open to All: Suitable for all expertise levels, with an interest in AI, ML, and BI

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.