When does class start/end?
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
ChatGPT Advanced Data Analysis
This ChatGPT Advanced Data Analysis (ChatGPT ADA) course teaches attendees to leverage ChatGPT's advanced data analysis features to clean and preprocess data, generate insightful reports, create...
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$2,000 USD
Duration
2 days
Course Code
WA3487
Available Formats
Classroom
Overview
This ChatGPT Advanced Data Analysis (ChatGPT ADA) course teaches attendees to leverage ChatGPT's advanced data analysis features to clean and preprocess data, generate insightful reports, create dynamic visualizations, and build predictive machine learning models. Students learn how to prepare, upload, and process a variety of data formats such as CSV, Excel, PDF, and multimedia files. Participants explore practical use cases across business analytics, social media insights, and scientific and market research.
Skills Gained
- Import data, manipulate data, and perform exploratory data analysis (EDA) with ChatGPT Advanced Data Analysis
- Generate insightful reports and data visualizations for uncovering trends and synthesizing large datasets
- Build machine learning models for regression and classification across a variety of use cases
- Understand the basics of prompt engineering and its importance for LLMs
- Identify the factors that affect prompt effectiveness
- Understand the different ways of structuring prompts and using examples
- Explore advanced prompting techniques, such as zero-shot prompting, few-shot prompting, chain-of-thought prompting, and retrieval augmented generation
Prerequisites
All attendees must be familiar with programming, AI basics, machine learning, and analytics concepts.
Course Details
Course Outline
Understanding the Prompt
- The Basics
- Pitfalls
- Highlighted Techniques
- Understanding the Limitation
Introduction to Large Language Models
- Historical Context
- How LLMs (Large Language Models) Evolved
- Trends in LLMs
- Today’s Cloud and Offline LLMs
- How LLMs Work
- LLM Use Cases
- The Importance of Prompt Engineering
Techniques for Crafting Effective Prompts
- Factors Affecting Prompt Effectiveness
- Ways of Structuring Prompts
- Prompting with Examples
Advanced Prompting Techniques
- Zero-Shot Prompting
- Few-Shot Prompting
- Chain-of-Thought Prompting
- Combining Multiple Techniques
- Self Consistency Prompting
- Generated Knowledge Prompting
- Tree of Thought Prompting
- Automated Prompt Engineering
- Retrieval Augmented Generation
Data Preparation and Upload in ChatGPT
- Uploading and Preparing Data
- Activating Advanced Data Analysis
- File Upload Process
- Data Cleaning and Preprocessing
- Supported File Formats
- CSV: Tabular Data Analysis
- Excel: Interpreting Spreadsheet Data
- Text and Image Files: Analysis Applications
- Full Documents: Insights from PDFs and Other Formats
- Audio and Video: Multimedia Data Exploration
Analysis and Reporting with ChatGPT
- Generating Reports and Visualizations
- Report Generation: Summarizing Key Findings
- Visualizations: Creating Graphs and Charts
- Saving Work: Preserving Analysis Results
- Practical Use Cases
- Business Analytics: Sales, Customer Behavior, Financial Metrics
- Social Media Insights: Trends, Sentiment, Engagement Analysis
- Scientific Research: Data Exploration, Statistical Tests, Visualization
- Market Research: Trend Analysis, Competitor Analysis, Consumer Preferences
Schedule
FAQ
Does the course schedule include a Lunchbreak?
Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.
What languages are used to deliver training?
Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.
What does GTR stand for?
GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.
How do I find an Ascendient Learning training location?
We have training locations across the United States and Canada - View a complete list of classroom training locations.
Which delivery formats are available?
At Ascendient Learning, we offer training that is Instructor-Led, Online, Virtual, and Self-Paced.
Does Ascendient Learning deliver group training?
Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.
What does vendor-authorized training mean?
As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.
Is the training too basic, or will you go deep into technology?
It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.
How up-to-date are your courses and support materials?
We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.
Are your instructors seasoned trainers who have deep knowledge of the training topic?
Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.
Do you provide hands-on training and exercises in an actual lab environment?
Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.
Will you customize the training for our company’s specific needs and goals?
We will work with you to identify training needs and areas of growth. We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.
How do I get started with certification?
Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.
Will I get access to content after I complete a course?
You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.
How do I request a W9 for Ascendient Learning?
View our filing status and how to request a W9.
Reviews
ExitCertified provided great learning material and the instructor was great.
ExitCertified provided a very organized way to learn and provided materials to follow along.
Sean is the very good instructor. I would like to take his class again in the future.
had a good time with the course, however some topics were left out due to the compact amount of time for training.
I registered a day before class and am happy that I received all the materials and links in time for the class. Thanks.
