ChatGPT Essentials for Data Analytics Course
About the Course
This 1-day course is designed to seamlessly integrate traditional analytics with the innovations of AI. By combining theoretical knowledge with practical exercises, participants will be ready to harness the power of AI in data-driven decision-making, fine-tuning business strategies, and keeping a competitive edge in the current digital age. Suitable for industry professionals, academics, or those with keen interest, this course is your gateway to the next frontier in analytics.
Who should do this course?
This course is an ideal fit for a diverse audience, from beginners to those with a grounding in data analytics. It offers a welcoming entry point for beginners, while its depth ensures that even those with experience find fresh insights and perspectives.
Prerequisites
The primary tool we'll use in this course is ChatGPT Plus and Google. Therefore, it is essential to bring your own ChatGPT Plus subscription account and a free Google account to the class. This will allow you to participate in interactive sessions, hands-on exercises, and real-time queries, maximizing your learning experience from this course. A good understanding in using excel functions such as VLOOKUP and Pivot table and familiarity with interface and navigation of Microsoft Power BI tool is also recommended.
Course Details
$594 incl GST
- Duration:1 Days
- Max. Class Size:10
- Avg. Class Size:5
-
Study Mode:
Classroom Online Live
- Level:Intermediate
- Times: Classroom: 9.00am - 5.00pm approx(Local Time) Online Live: 9.00am - 5.00pm approx(AEST or AEDT)
- Download Course PDF
Course Dates
Sydney Class Dates
Level 11, 32 Walker Street, North Sydney , NSW 2060
| 31 May 24 | Fri | Online Live |
| 20 Jun 24 | Thu | Online Live |
| 08 Jul 24 | Mon | Online Live |
| 01 Aug 24 | Thu | Online Live |
| 16 Aug 24 | Fri | Online Live |
| 05 Sep 24 | Thu | Online Live |
| 24 Sep 24 | Tue | Online Live |
Melbourne Class Dates
Level 12, 379 Collins Street, Melbourne , VIC 3000
| 31 May 24 | Fri | Online Live |
| 20 Jun 24 | Thu | Online Live |
| 08 Jul 24 | Mon | Online Live |
| 01 Aug 24 | Thu | Online Live |
| 16 Aug 24 | Fri | Online Live |
| 05 Sep 24 | Thu | Online Live |
| 24 Sep 24 | Tue | Online Live |
Brisbane Class Dates
Level 6, 371 Queen Street, Brisbane , QLD 4000
| 31 May 24 | Fri | Online Live |
| 20 Jun 24 | Thu | Online Live |
| 08 Jul 24 | Mon | Online Live |
| 01 Aug 24 | Thu | Online Live |
| 16 Aug 24 | Fri | Online Live |
| 05 Sep 24 | Thu | Online Live |
| 24 Sep 24 | Tue | Online Live |
Canberra Class Dates
All courses facilitated in, Online Live format ,
| 31 May 24 | Fri | Online Live |
| 20 Jun 24 | Thu | Online Live |
| 08 Jul 24 | Mon | Online Live |
| 01 Aug 24 | Thu | Online Live |
| 16 Aug 24 | Fri | Online Live |
| 05 Sep 24 | Thu | Online Live |
| 24 Sep 24 | Tue | Online Live |
Adelaide Class Dates
All courses facilitated in, Online Live format ,
| 31 May 24 | Fri | Online Live |
| 20 Jun 24 | Thu | Online Live |
| 08 Jul 24 | Mon | Online Live |
| 01 Aug 24 | Thu | Online Live |
| 16 Aug 24 | Fri | Online Live |
| 05 Sep 24 | Thu | Online Live |
| 24 Sep 24 | Tue | Online Live |
Perth Class Dates
All courses facilitated in, Online Live format ,
| 31 May 24 | Fri | Online Live |
| 20 Jun 24 | Thu | Online Live |
| 08 Jul 24 | Mon | Online Live |
| 01 Aug 24 | Thu | Online Live |
| 16 Aug 24 | Fri | Online Live |
| 05 Sep 24 | Thu | Online Live |
| 24 Sep 24 | Tue | Online Live |
Course Units
⊕ Expand full topic list
Unit 1: Understanding AI and Data Analytics
- Overview of AI and Data Analytics
- Historical Development and Evolution of AI
- Importance of AI in Business Context
- Addressing Common AI Myths and Misconceptions
- Challenges and Limitations of AI
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Unit 2: AI Applications in Business
- Overview of AI Applications across Business Sectors
- AI Technologies Pioneering Business Innovation
- Influence of AI on Business Strategy and Operations
- Case studies: Best Practices from Successful AI Implementations
- Potential Pitfalls in Business AI Integration
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Unit 3: Introduction to LLMs and ChatGPT
- Introduction to Large Language Models (LLMs)
- Unveiling OpenAI’s GPT Series
- Comprehensive Look at ChatGPT
- Tailoring ChatGPT Responses
- Business Applications of LLMs and ChatGPT
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Unit 4: Learning Prompt Engineering
- Crafting Effective Prompts
- Persona Pattern
- Question Refinement Technique
- Audience Persona Technique
- Flipped Interaction Strategy
- Educating the Model: Few-Shots Prompts
- Interactive Gameplay for Prompt Engineering
- Template Design Pattern
- Recipe Formation Pattern
- Alternative Approaches and Techniques
- Using the Outline Method
- Fact Verification Techniques
- Best Practices in Prompt Engineering
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Unit 5: ChatGPT for Excel and Google Sheets
- Mastering Excel Functions
- Formulating Complex Formulas
- Automating Tasks through VBA
- Generating Sample Data Sets
- Transitioning from Excel to Google Sheets
- Implementing Conditional Formatting
- Automation with Google App scripts
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Unit 6: ChatGPT for Power BI
- Crafting a Comprehensive Data Dictionary
- Calendar Table Creation
- Incorporating Fiscal Years
- Solving Coding Problems in M Language and DAX
- Code Formatting and Optimization
- Introduction to DAX
- Generating DAX formulas
- Visualization Tips and Tricks
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Unit 7: ChatGPT for Python and SQL
- Generating Python Scripts
- Collaboration with Google Colab
- Advanced Data Visualization Techniques in Python
- Grasping Core SQL Principles
- Producing SQL Scripts
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Unit 8: ChatGPT with Data Analytics
- Data operations: Extract, Fill, Visualize, Resolve
- Presentation Crafting Techniques
- Conflict Identification and Resolution
- Advanced Data Grouping and Cleaning
- Detecting Data Outliers
- Graphics-aided Nutritional Content Display
- Techniques for Fraud Detection
- Efficient Data Organization
- Image Editing and Catalog Production
- Product Categorisation with AI
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Unit 9: ChatGPT Plugins
- Activating Plugins in ChatGPT
- Delving into Plugin Processes
- Internet Access Techniques
- Role of an AI Data Analyst
- Fetching and Analyzing Quotes
- Current Trend Visualization
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Unit 10: Enhancing Interaction: ChatGPT's Multimodal Features
- Connecting ChatGPT to the Internet
- ChatGPT's Audio-Visual Capabilities
- Engaging in Voice Dialogues with ChatGPT
- Image-based Task Interaction
- Introduction to DELLE within ChatGPT
- Ethical Considerations Surrounding ChatGPT
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Unit 11: Data Visualization with AI Tools
- Exploring Midjourney
- Deep Dive into DALLE-2
- Initiating Projects with Stable Diffusion
- Crafting Images with Bing Image creator
- Navigating Microsoft Designer
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Unit 12: Data Analytics Assistant
- Auto-Generating Tailored Prompts
- Designing a Personalized Chatbot
- Extracting Insights from Excel
- Introduction to Monica: The New AI Assistant
- Business Task Assistance
- Querying Data from PDFs
- Problem-Solving with Data Notebooks
- Making Presentations with Just a Few Clicks
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Unit 13: Power BI Playground
- Exploring Microsoft Power BI Embedded Analytics Playground
- Showcase Navigation Tips
- Transitioning from Insights to Actionable Steps
- Report Theme and Layout Customization
- Crafting Personalized Visual Displays
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Unit 14: Leveraging AI Tools
- Comprehensive AI tools Dictionary
- Exploring Text-Based AI Instruments
- AI-Aided Coding Tools
- Generative Image Tools
- Enhancing Communication with AI Tools
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