Data Analytics & AI Certificate Online
Gain practical skills in analyzing datasets, building predictive models, and creating AI-powered applications using Python and industry-leading tools.
Gain practical skills in analyzing datasets, building predictive models, and creating AI-powered applications using Python and industry-leading tools.
Develop expertise in data analytics and artificial intelligence through comprehensive training in Excel, Python, SQL, and Tableau. This program covers essential skills in data visualization, database querying, machine learning algorithms, and AI-powered app development. By completing hands-on projects, you'll build a professional portfolio that demonstrates your proficiency in high-demand analytical techniques.
This is the recommended order, but some courses may be taken in a different order.
Unit 1 18 Hours
Master Excel’s most powerful features to streamline data analysis, improve reporting accuracy, and extract meaningful insights from large datasets in this hands-on training.
Unit 2 12 Hours
Build a strong analytical foundation through hands-on training in statistical concepts, forecasting techniques, and data modeling methods used across industries for smarter decision-making.
Unit 3 30 Hours
Build a strong foundation in Python programming and data analysis through real-world projects that prepare you for advanced topics like machine learning and predictive modeling.
Unit 4 18 Hours
Learn how to extract, filter, and manipulate data using SQL. This course covers PostgreSQL fundamentals, database querying, table joins, and advanced techniques for handling large datasets.
Unit 5 6 Hours
Learn how to automate web tasks and extract valuable online data using Python, with practical training in web scraping, data storage, and script scheduling.
Unit 6 24 Hours
Transform raw data into interactive visual insights by building dashboards with Python’s top visualization tools. This course blends analysis, design, and deployment to help you showcase data professionally.
Unit 7 30 Hours
Gain hands-on experience building predictive models using Python in this practical machine learning course, designed to help you understand core algorithms and apply them to real-world data.
Unit 8 12 Hours
Develop the skills to turn raw data into compelling visual stories with Tableau, the industry-leading data visualization platform. This hands-on bootcamp teaches you to explore, analyze, and publish dashboards that communicate insights clearly and effectively.
Unit 9 30 Hours
Gain hands-on experience with advanced machine learning techniques as you build and deploy real-world projects across natural language processing, recommendation systems, forecasting, deep learning, and computer vision.
Unit 10 30 Hours
Learn how to build AI-powered web applications using Flask and the OpenAI API. This course covers web development fundamentals, API integration, and AI-driven features for interactive applications.
Unit 11
Throughout this program, you will complete three capstone projects to showcase in your portfolio:
You will work on your capstone projects both in and outside of class, using scheduled mentoring sessions to review your progress, ask questions, and get personalized feedback from your instructor.
See examples of data science capstone projects from students.
| Jan 14–15 | Wed–Thu | 10am–5pm | Tableau Bootcamp Online |
| Jan 20–22 | Tue–Thu | 10am–5pm | SQL Course Online |
| Jan 26–30 | Mon–Fri | 10am–5pm | Python for Data Science Course Online |
| Feb 2–6 | Mon–Fri | 10am–5pm | Python Machine Learning Course Online |
| Feb 9–12 | Mon–Thu | 10am–5pm | Python Data Visualization & Interactive Dashboards Course Online |
| Feb 13 | Friday | 10am–5pm | Python for Automation Course Online |
| Feb 23–27 | Mon–Fri | 10am–5pm | Python Machine Learning Advanced Course Online |
| Mar 2–6 | Mon–Fri | 10am–5pm | Python for AI Course Online |
| Apr 13–15 | Mon–Wed | 10am–5pm | Excel for Data Analytics Course Online |
| Apr 16–17 | Thu–Fri | 10am–5pm | Data Analytics Foundations Course Online |
| Apr 13–15 | Mon–Wed | 10am–5pm | Excel for Data Analytics Course Online |
| Apr 16–17 | Thu–Fri | 10am–5pm | Data Analytics Foundations Course Online |
| Apr 20–21 | Mon–Tue | 10am–5pm | Tableau Bootcamp Online |
| Apr 22–24 | Wed–Fri | 10am–5pm | SQL Course Online |
| Apr 27–May 1 | Mon–Fri | 10am–5pm | Python for Data Science Course Online |
| May 4–8 | Mon–Fri | 10am–5pm | Python Machine Learning Course Online |
| May 11 | Monday | 10am–5pm | Python for Automation Course Online |
| May 12–15 | Tue–Fri | 10am–5pm | Python Data Visualization & Interactive Dashboards Course Online |
| May 18–22 | Mon–Fri | 10am–5pm | Python Machine Learning Advanced Course Online |
| Jun 1–5 | Mon–Fri | 10am–5pm | Python for AI Course Online |
| Jul 7–9 | Tue–Thu | 10am–5pm | Excel for Data Analytics Course Online |
| Jul 13–14 | Mon–Tue | 10am–5pm | Data Analytics Foundations Course Online |
| Jul 16–17 | Thu–Fri | 10am–5pm | Tableau Bootcamp Online |
| Jul 20–22 | Mon–Wed | 10am–5pm | SQL Course Online |
| Jul 27–31 | Mon–Fri | 10am–5pm | Python for Data Science Course Online |
| Aug 3–7 | Mon–Fri | 10am–5pm | Python Machine Learning Course Online |
| Aug 10 | Monday | 10am–5pm | Python for Automation Course Online |
| Aug 11–14 | Tue–Fri | 10am–5pm | Python Data Visualization & Interactive Dashboards Course Online |
| Aug 17–21 | Mon–Fri | 10am–5pm | Python Machine Learning Advanced Course Online |
| Aug 24–28 | Mon–Fri | 10am–5pm | Python for AI Course Online |
Need more flexibility? Tap the button below to individually choose class date options for each class in this program.
From our hands-on training style to world-class instructors and custom-crafted curriculum, we deliver results our alumni are proud of.
Data Analytics & AI Certificate Online is rated 4.7 stars by 1,053 students
Jeanette provides a lot of great anecdotes that help everyone understand the content. Outstanding speaker!
The instructor was clear, knowledgeable, and engaging. Great class experience.
Instructor knows the material very well and can deliver the concepts in an organized and logical way. He is very enthusiastic about the subject and keeps our interest.
Very good experience.
Kash and Brian are passionate, knowledgeable, and personable - just want you want in instructors.
Garfield has been a solid instructor for all four of the data science bootcamps I have attended. He is a master of the material and is effective at conveying concepts and theories with an appropriate amount of humor and anecdotes to keep things interesting. The pace of the bootcamp is fast but that was anticipated. We were introduced to all the major concepts of the topics, and I'm enjoying learning further outside the classroom.
I liked the fact that the class is hands-on, and the presentations cover the important concepts very well.
Nailed it. A great introduction to Tableau, given what an iceberg this software can be. The content covers the basics very well and common/expected use cases. Garfield also set us up for success by detailing precisely how we can dig deeper and further expand our knowledge with the software. I like that many datasets are included for practicing at home, as well as sharing where/how we can acquire additional datasets, Tableau templates from the community for inspiration, and so forth. Very helpful.
Garfield knocks it out of the park again with his deep knowledge, expertise, and quality instruction. There were many concepts that were new to me, and some that I had prior experience with. With the ones that I had experience with, he found profound ways to explain and articulate the concepts in ways that I most certainly struggle to communicate or teach to others; that was impressive. For the concepts that I was unfamiliar with, he made them approachable and easy to understand. For this class, I had many questions (remote) and he answered and addressed each of them with patience, grace, and excellence.
Kash was a great instructor, and I certainly learned a lot. Thanks!
Very competent and engaged instructor.
Garfield certainly knows Excel and was very effective in conveying the information.
The exercises the school puts together and walks us through are very helpful in ensuring we understand the concepts being taught by being able to apply them straight away. Being able to be taught something and immediately put it into practice, identify the "gotchas" and edge cases, and the opportunity to ask questions along the way, is very helpful at reinforcing the learning. The class files and take-home workbooks are valuable and concise.
It was great; my Python skills were elevated rapidly in a relatively short amount of time.
Brian was great! Thoughtful and methodical with his programming. Likes to help students.
Take this course if you are interested in learning best practices and principles for safely incorporating AI APIs into your full-stack web applications. Intermediate experience with Python, JavaScript, HTML, and CSS is advisable. I had Brian, the creator of the course, as my instructor. He's passionate about this technology, and you will benefit from his professionalism and real-world experience in this space. At the end of the course, you will know how to augment web applications with AI technology, and you will have two apps and a detailed 141-page reference document to refer back to.
Kash was an excellent instructor! His teaching method is so clear, and I really liked that he gave a variety of simple metaphors. He also ensures we have enough breaks to help ease how intellectually challenging dense lessons on Python can be. Can't thank him enough for his passion for teaching! I will be trying to take another course taught by him because this was fantastic. 10/10!
This Advanced Machine Learning course is excellent—hands-on, step-by-step, and full of practical labs. Real-world examples, like building apps with Flask and using machine learning for recommendations, make it very applicable. The instructor is knowledgeable and approachable, making the learning experience engaging and truly worth the time.
Super helpful and really learned a lot!
Class contents were well structured to understand the basics of Python.
I had a great experience.
I would recommend this class to all my friends.
Garfield is a great instructor! Great pace, instruction, and command over the material. I deeply appreciated his humor and time management.
It was a very nice experience!
Instructor Garfield Stinvil was amazing, very knowledgeable, and helpful. I loved the materials and extra resources given in the class.
Showing 25 of 303 reviews
If you prefer to pay your tuition over time, we have payment options to meet your needs. Finance your education through an installment plan or a 0% interest tuition financing plan. We also assist with documentation should your employer offer tuition reimbursement.
Student financing plan provided through Climb Credit. See the Climb Credit FAQ for more information.
This program is approved for the training of veterans and other eligible persons by the approved agency. Choose Veterans Affairs at checkout or contact us for more information.
Build practical skills by working through guided projects designed to reinforce learning
Course resources are shaped through repeated instruction to support outcomes
Amazing experience. The professor really broke down the material and made sure I understood it. I would definitely recommend this class or school to anyone. Truly loved it!
— David G.
Classes are led by professionals who combine real-world expertise with proven teaching abilities
Return to the course at no cost to review concepts and strengthen your skills
Attend this certificate program live online. Engage with expert instructors, ask questions, and get feedback on your exercises and projects.
Unlike other providers, these are not mass open-enrollment classes. At CreativeLive, you’ll learn in small groups (typically 8-15 students) and receive personalized attention.
Get the same interactivity and access to the instructor as in-person students. There are no extra fees and we’ll work with you to ensure your remote setup is perfect.
We want you to succeed in your career goals. In addition to 210 hours of hands-on, interactive training, you’ll also receive twelve 1-on-1 mentoring sessions where you can:
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!
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We offer a single free retake of any module or the whole program within a year.
You can also access recordings of each session in your student portal within one business day of the session’s end. Recordings are available for one month after the session.
Learn practical skills by working on real projects with instructor guidance and lectures to strengthen and improve your skill.
Create animated bar chart race with Python's bar-chart-race library
Learn to customize your visualizations with vibrant color schemes
Learn to overlay and compare trends in your data
Learn to graph commodity prices and other kinds of timeseries data
Learn to take cross-sections of your data and find patterns
Learn how to create impressive data visualizations
Create advanced charts that combine multiple values into a single view. A dual axis chart combining sales and profit information.
Map data in Tableau Public. Map shows a map of Netflix releases by country of origin.
Create density maps like this one that displays a heat map of worldwide median life expectancy.
Tableau lets you quickly and easily create charts and graphs from your data. This bar chart visualizes superstore sales by category and sub–category.
We cover the tools and techniques you need to succeed.
The industry standard spreadsheet app for working with data. It lets you input, manage, manipulate, analyze, and visualize your data.
A general-purpose programming language that can be used to develop applications, analyze and visualize data, create machine learning algorithms, automate tasks, and much more.
SQL is used to communicate with databases. It stands for Structured Query Language, because it’s a way to query (question) the information stored in a database.
The leading data visualization software for creating maps, charts, graphs, and other representations of data.
Data analytics is about extracting useful insights from raw data. It’s the science of collecting data and finding useful patterns, trends, insights, etc.
Machine learning uses computer algorithms to analyze data. Machine learning (ML) is viewed as a kind of artificial intelligence (AI).
A Python library for creating static, animated, and interactive visualizations.
A Python library for fast and powerful data analysis and manipulation.
A Python library for scientific computing.
Portfolios are how data analysts show their skills and get hired. Create a collection of your strongest projects to show potential clients or employers.
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Purchase group class vouchers at a discount for our regularly-scheduled group classes, or create a custom training program at your offices.
We’ve trained thousands of companies!
Let us create the perfect program for your team.
Each installment is charged to your card on file one week before the start of the associated course. The payment schedule may vary if the courses are taken in a different order.
| Installments | List Price | |
|---|---|---|
| $595.00 | Deposit – Excel for Data Analytics Course Online | $595 |
| $595.00 | Data Analytics Foundations Course Online | $595 |
| $1,495.00 | Python for Data Science Course Online | $1,495 |
| $975.00 | SQL Course Online | $975 |
| $425.00 | Python for Automation Course Online | $425 |
| $1,695.00 | Python Data Visualization & Interactive Dashboards Course Online | $1,695 |
| $1,215.00 | Python Machine Learning Course Online | $1,895 |
| ▴ The certificate discount of $4,969 has been applied | ||
| Free | Tableau Bootcamp Online | $499 |
| Free | Python Machine Learning Advanced Course Online | $1,895 |
| Free | Python for AI Course Online | $1,895 |
| Free | Data Science Capstone Projects (Self-Paced) | $0 |
| $6,995.00 | Total You Pay | |