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Hands-On: Introduction to Machine Learning with Python

Weekly Series: Aug. 11 – Sep. 15, 2026

An Intensive Six-Week Virtual Course

Machine learning is the foundation for AI and one of the hottest areas in data and analytics. Through weekly 2-hour sessions and hands-on labs, you will develop the skills that drive real business value from existing data resources! Led by machine learning expert Dave Langer, you will learn everything you need to get started and advance your skills – from basic techniques like classification and regression to advanced techniques including clustering, time series forecasting, and text analytics.

Reserve Your Spot Workshop Details

Aug. 11 – Sep. 15, 2026

Date

11:00 AM - 1:00 PM CT

Time

Virtual, Live

Format

Top Skills & Outcomes You’ll Walk Away With

Six weeks of hands-on labs. No advanced math required.

Build Predictive Models

Spot Hidden Patterns

Predict Business Outcomes

Tune For Accuracy

Ship Production Models

Register Early for the Best Rate

Save $300 with Early Bird pricing by July 24!

Register Now

About Your Workshop

Workshop Agenda Anchor Link

Hands-On: Introduction to Machine Learning with Python

11:00 AM - 1:00 PM CT

Level: Beginner to Intermediate

This course will meet for two hours on consecutive Tuesdays, beginning on August 11 and finishing on September 15.

Weekly sessions run from 9:00 am - 11:00 am Pacific and will be recorded.

There will be take-home lab assignments between sessions.

Any team can employ machine learning to analyze data and discover powerful insights into the business. This intensive six-week course is designed to springboard teams with foundational skills in Python into applying machine learning and AI to their business data.

The curriculum is designed specifically for any professional and does not require any previous background in advanced mathematics or statistics. Attendees build practical, actionable skills via hands-on labs using free, open-source software.

Level: Beginner to Intermediate

This course will meet for two hours on consecutive Tuesdays, beginning on August 11 and finishing on September 15.

Weekly sessions run from 9:00 am - 11:00 am Pacific and will be recorded.

There will be take-home lab assignments between sessions.

Any team can employ machine learning to analyze data and discover powerful insights into the business. This intensive six-week course is designed to springboard teams with foundational skills in Python into applying machine learning and AI to their business data.

The curriculum is designed specifically for any professional and does not require any previous background in advanced mathematics or statistics. Attendees build practical, actionable skills via hands-on labs using free, open-source software.

Through 6 weekly 2-hour sessions and 7 hands-on labs, attendees will receive a thorough introduction to state-of-the-art machine learning techniques.

By the end of the 6 weeks, you will understand how algorithms work, how to engineer features for the best predictive models, and how to tune models for optimal predictive performance.

You Will Learn

  • The different types of machine learning
  • The two forms of supervised learning – classification and regression
  • The CART classification tree algorithm
  • The mathematics of classification trees
  • Overfitting – the bugbear of machine learning
  • The bias-variance tradeoff
  • Tuning CART classification tree models
  • Measuring the accuracy of your classification tree models
  • Engineering predictive features for your decision tree models
  • The CART regression tree algorithm
  • The mathematics of regression trees
  • The random forest algorithm
  • Why the random forest is state-of-the-art for production systems
  • Tuning random forest models
  • Additional resources for honing machine learning skills

Geared To

  • Business and data analysts
  • BI and analytics developers and managers
  • Business users
  • Data scientists
  • Anyone interested in using machine learning to analyze business data
  • No prior skills in programming are required

Pre-requisites

Students must be familiar with Python and Jupyter notebooks or complete the pre-recorded course “Python Quick Start” prior to the class.

This pre-recorded course will be made available in advance to any students who need it.

Laptop Setup:

You must have a computer with the required software installed before the bootcamp.

Note on Corporate Laptops:

This course requires installation of software, as well as the ability to download data files, library files, and code.

If your corporate laptop blocks these activities:

  • Contact your IT department early for assistance in preparing your laptop
  • Or use a personal device instead

Machine Requirements:

  • Windows or Max OS X
  • 64-bit operating system
  • 8 GB available RAM, 16 GB preferred
  • 5 GB of HD space for Anaconda Python installation

Anaconda Python is used in this course because it is free, easy to install, and has all the needed libraries.

Setup:

Laptop preparation is required BEFORE the workshop. Instructions will be available on the seminar site prior to the first session.

There is no time allotted in class for laptop preparation.

Why Quality Training Matters

What You Get TDWI YouTube Self-Taught
Interactive, Live Virtual Training Yes No No
Get your questions answered by Experts, not Influencers Yes No No
Digital Coursebook Materials Yes No No
On Demand Session Recordings Yes Yes No
Two Weeks of Follow-Up Support Yes No No
Digital Certificate of Completion from the Leader in Data & AI Education Yes No No
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Meet Your Instructor

Instructors Anchor Link
 

David Langer

Founder • Dave on Data

David Langer is a hands-on consultant, trainer, and speaker with a mission to make data analysis skills as commonplace as Excel skills. Dave on Data was founded to achieve this mission by crafting and delivering the best analytics training for all professionals regardless of role.

Join the hundreds of BI and analytics professionals he has trained in the fundamentals of machine learning and analytics.

Why Attendees Love Our Training

“This was a lot of fun. A great introduction. Very easy to follow along and the end product is an easily library of several documents that can be referenced as needed in the future.”
T.S.
“Very comprehensive session about Python with detailed examples and clear guidance from the lecturer.”
K.L.
“Dave Langer is a fantastic instructor, and he did an amazing job at making this class a great machine learning starting point. Highly recommended!”
L.H.
“The Workshop style allowed me to leave with work started.”
A.R.
“I liked that the classes were more technical and interactive.”
K.M.
“Learning from professionals in the field, not “presenters” who are just a step ahead of you.”
S.R.
“Excellent course with important information, insights and strategies to implement AI in the business.”
D.C.
“Hands-on experience, not just listening to presenter.”
J.B.
“Learning classes in 3 hr intervals allowed a good amount of time to learn the topic.”
B.D.
“Actionable learning I can bring back to my team.”
S.B.
“Excellent overview, helpful resources, and valuable training.”
D.A.
“Instructors (David Langer) examples and use cases were very practical, relatable and easy to understand.”
G.H.

Pricing & Discounts

Reserve Your Spot Anchor Link

Six live sessions, seven hands-on labs, and every recording and notebook to keep.

What You Get

  • Six live 2-hour sessions with David Langer.
  • Seven hands-on labs.
  • Every session recorded, accessible for one year.
  • All notebooks and datasets.
  • Free "Python Quick Start" pre-course.
  • Earn a certificate of completion.

This Workshop: $1299 $999

You can also buy this and the Introduction to Machine Learning with Python course together for $1,899.

Save $300 with Early Bird pricing by July 24!
No code needed – check additional discounts below.

Register Now

Have a team of 3 or more? Contact us at [email protected] for a team training discount.

Get Approval Faster

Get Approval Anchor Link

Copy the letter below into an email to your manager to prove the value of your attendance.

Dear [Supervisor Name],

I would like to enroll in Hands-On Machine Learning with Python, a series of live, virtual masterclasses by TDWI. Each class meets for 2 hours per week over 6 weeks and includes take home assignments I will complete between sessions.

Below are the masterclasses I’m interested in attending: [adjust as needed]

  • Introduction to Machine Learning with Python – Aug. 11 – Sep. 15
  • Intermediate Machine Learning with Python – Oct. 13 – Nov. 17

Each 6-week series provides a digital course book and will be recorded for on-demand reference. Plus, when I complete a 6-week course, I will earn a TDWI certificate.

TDWI has been the leading provider of AI, BI, and data management training for 30 years and builds masterclasses to enable quick impact.

Many Fortune  500 companies and leading organizations from all industries trust TDWI with their training needs, including AbbVie, AT&T, CapitalOne, Edward Jones, Gates Foundation, Lyft, State Farm, USAA, and many more.

If you have any questions, please let me know. Thank you for considering my request.

Sincerely,
[Your Name]

Advisor On-Demand

Advisor On-Demand Anchor Link

Personalized, one-on-one guidance from proven data and AI experts.

TDWI Advisor On-Demand helps you move from education to impact faster. This personalized advisory service connects you with proven data and AI experts who have successfully designed and implemented programs in real-world organizations.

Your advisor provides targeted coaching and practical guidance as you build, refine, and operationalize your initiatives—helping you avoid costly missteps, accelerate decision-making, and maximize ROI.

Get expert support when you need it, save time, reduce risk, and turn learning into measurable results.

  • 4-Hour Package $1,600
  • 8-Hour Package $3,200
Register Now

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Contact our Team Training team today to discuss group discounts.

Why TDWI?

For over 30 years, TDWI has empowered organizations with the knowledge and skills to build future-ready data strategies and solutions through research-backed learning, expert faculty, and a vibrant global community.

By developing data and AI-literate, analytics-capable leaders and teams, TDWI equips organizations to succeed in a rapidly evolving landscape. TDWI is the trusted training and research provider to more than 490+ of the Fortune 500.

TDWI educational events deliver an unparalleled learning experience featuring full-day and half-day classes taught by vetted industry experts. Take advantage of live, virtual workshops coming up!

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    By developing data and AI-literate, analytics-capable leaders and teams, TDWI equips organizations to succeed in a rapidly evolving landscape. TDWI is the trusted training and research provider to more than 490+ of the Fortune 500.

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    TDWI was originally founded over 30 years ago as The Data Warehousing Institute, reflecting its focus on data warehousing. However, as the data and analytics landscape evolved, so did TDWI’s offerings. In 2015, to better represent its expanded scope—including AI, business intelligence, analytics, and data management—TDWI redefined its name to Transforming Data With Intelligence.

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