AI for Data Analytics (Self-Paced)

This course includes

12 hours of project-based training from experts
Answers from real instructors
Verified digital certificate of completion
Learn at an accredited institution

This course is self-paced. For live online or in-person instruction, take AI for Data Analytics.

Revolutionize your data analysis with artificial intelligence (AI) in this hands-on course. Learn to use AI tools that automate data collection, preprocessing, analysis, and visualization, allowing you to extract insights with minimal coding. By the end, you'll be proficient in applying AI-driven analytics across sectors like finance, marketing, and healthcare, and presenting your findings with advanced visualizations and reports.

The course begins with an introduction to AI tools for data analysis, followed by training in data collection, cleaning, and preprocessing techniques. You’ll then explore exploratory data analysis, predictive modeling, and advanced AI methods such as natural language processing and time series forecasting.

The course culminates in a capstone project, where you'll apply your skills to a comprehensive data analysis task, showcasing your ability to implement AI solutions in real-world scenarios.

Full Tuition

$695
Due before the class starts

This course includes

12 hours of project-based training from experts
Answers from real instructors
Verified digital certificate of completion
Learn at an accredited institution

Learning Experience Highlights

Training from government‑experienced instructors

Receive instruction from subject‑matter experts who bring proven government experience.

Specialized for government & DoD

Courses that are regularly updated based on feedback and industry developments, ensuring versions are mapped to federal competencies.

The instructor was wonderful and so knowledgeable. The course materials were extremely relevant to what my job is. I feel like I can be better because of this class.
— 2025 student

Three professionals sit in black chairs with laptops and notebooks, engaged in conversation against a red wall.

Real-world solutions

Directly addressing the day-to-day challenges of federal employees.

125+ departments & agencies served

Your trusted training partner, equipping public service professionals with the skills and knowledge to excel in their roles and drive meaningful impact.

100% Online. Start Anytime

24/7 access to our premium course videos and projects.
Industry experts are assigned as your course instructor. Message your instructor with any questions.
Participate in GSUSA online discussion forums — share ideas and receive additional support.
Hands-on quizzes and mini projects to test and reinforce concepts.

Earn a Certificate of Completion

Upon completion of this course, you’ll receive an official certificate testifying to your mastery of the curriculum. We’ll send you a link where you can download your certificate, share it online with your friends, post it to your professional network on LinkedIn, and view all your earned certificates. Congratulations on your achievement!

Shareable on

Sample credential for completion of AI for Data Analytics (Self-Paced)

A group of adult learners sits in a classroom, smiling and engaged in a government training session.

A government training instructor in a suit gestures while teaching in front of a whiteboard covered with notes and diagrams.

A person in professional attire holds a Graduate School USA folder, symbolizing participation in government training programs.

AI for Data Analytics (Self-Paced) Curriculum

What You'll Learn at a Glance

Overview of popular AI tools and platforms like IBM Watson, Google AI, Tableau, and Microsoft Azure AI
Learn automated data cleaning methods and how to handle missing data and outliers using AI tools
Use AI tools to generate summary statistics, visualize data distributions, and detect patterns
Understand regression, classification, and clustering, and use AI tools to build and evaluate predictive models
Explore applications of NLP for text analysis and automated time series forecasting with AI tools

Course Syllabus

Download Syllabus PDF

Introduction to AI in Data Analytics

Overview of AI & Data Analytics

Understanding AI and its applications in data analytics
Benefits of using AI for data analysis

Introduction to AI Tools

Overview of popular AI tools and platforms (e.g. IBM Watson, Google AI, Tableau, Microsoft Azure AI)

Data Collection & Preparation

Data Sources & Collection Methods

Identifying various data sources
Using AI tools to collect data from different platforms

Data Cleaning & Preprocessing

Automated data cleaning techniques
Handling missing data and outliers using AI tools

Exploratory Data Analysis (EDA)

Understanding Your Data

Using AI tools to generate summary statistics
Visualizing data distributions and relationships

Advanced EDA Techniques

Automated pattern and trend detection
AI-driven feature selection and engineering

Data Visualization

Creating Visualizations

Using AI tools to create charts, graphs, and dashboards
Best practices for data visualization

Interactive Dashboards

Building interactive dashboards with AI tools
Customizing dashboards to meet specific needs

Predictive Analytics & Modeling

Introduction to Predictive Modeling

Understanding regression, classification, and clustering
Using AI tools to build predictive models

Model Evaluation & Validation

Automated model evaluation techniques
Understanding metrics and performance evaluation

Application of AI in Various Domains

Financial Data Analysis

Case studies and applications in financial forecasting

Marketing Data Analysis

Analyzing customer behavior and market trends

Healthcare Data Analysis

Applications in patient data analysis and medical research

Advanced AI Techniques

Natural Language Processing (NLP)

Using AI for text analysis and sentiment analysis

Time Series Analysis

Automated time series forecasting with AI tools

Capstone Project

Project Planning & Execution

Defining a project scope and objectives

Applying Learned Skills

Using AI tools to complete a comprehensive data analysis project

Presentation & Reporting

Presenting findings using AI-generated reports and visualizations

Installments
	10% non-refundable deposit
$695.00	Total You Pay