This course includes

Project-based training from experts
Answers from real instructors
Retake for free within 1 year
Access to class recordings (30 days)
Verified digital certificate of completion

This course is self-paced. For live online or in-person instruction, take Python Machine Learning Advanced.

This hands-on course covers Natural Language Processing (NLP) and the practical skills needed to build Flask web apps that apply machine learning in real scenarios. You’ll clean and structure text using RegEx and lemmatization, run sentiment analysis with Naive Bayes, TextBlob, and Vader, and create a movie recommendation system with TF–IDF and cosine similarity. You’ll also learn Flask basics, dynamic HTML templating, and API integration to pull in live data. By the end, you’ll deploy a complete Movie Recommender App, gaining practical experience in applied machine learning and web development.

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Hands-on, personalized training

Learn with real-world projects

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Cutting edge curriculum

Step-by-step instruction to boost retention

The Career Centers instructors are highly skilled communicators who really know their craft. They are wonderful about explaining and re-explaining when necessary and I never felt rushed or foolish for asking a question.
—Diane Speros

Learn from industry experts

Gain industry knowledge from professionals

Free retake

Retake the course for free within one year

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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 Career Centers online discussion forums — share ideas and receive additional support.
Hands-on quizzes and mini projects to test and reinforce concepts.

One-on-one training instructor with student in a classroom

Python Machine Learning Advanced (Self-Paced) Curriculum

What You'll Learn at a Glance

Build a complete NLP pipeline, including cleaning with RegEx, removing stopwords, lemmatizing, and vectorizing text.
Train and evaluate a Naive Bayes machine learning model to classify movie reviews as positive or negative.
Compare and apply pre-trained sentiment scoring systems such as TextBlob and Vader.
Develop a recommendation engine that suggests similar products using NLP techniques.
Learn Flask fundamentals by creating search apps, integrating APIs, and serving ML models in the browser.
Complete a capstone project by building a Flask-powered Movie Recommender App that brings together NLP, machine learning, and web development.

Frequently Asked Questions

Is this course open to beginners?

Yes, this course is open to beginners. Students must be comfortable using a computer. No other prior knowledge is required.

Do you offer payment plans or student financing for this course?

This course does not qualify for payment plans or student financing. See our Payment Plan FAQ to find related programs that qualify.

How long do I have access to the course materials?

What is the cancellation and refund policy for this single course?

For this course, you are entitled to a 90% refund (your payment less the nonrefundable 10% registration fee) within 30 days of purchase if you have not accessed the course materials.

What’s included with my tuition?

A hands-on learning experience working on projects and exercises, which is proven to boost comprehension, retention, and engagement
Expert instructors who are industry professionals and experienced educators that are driven to help you succeed
Expert support with answers to your questions from real instructors throughout your learning journey
Top-notch curricula that have been tried and tested over many years and are consistently improved for an optimal learning experience
30-day access to class recordings to review material at your own pace
A certificate of completion to verify your accomplishment

Are there any additional fees or expenses?

There are no extra fees or taxes for our courses. The price you see on this page is the maximum you’ll pay us.

However, you may need to obtain required software. We’ll help you get set up with a free trial of paid software prior to the class. Most of our coding classes utilize freely-available open-source software. For most of our design and motion graphics courses, we will help you get set up with a free trial of Adobe Creative Cloud. If you attend the course in-person, we will have a computer already set up for you with all of the required software for no additional cost.

Do you offer any discounts for this course?

We don’t currently offer discounts as we do our best to affordably prices our courses.

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