Limited time · 90% off Premium Membership - claim $199 deal →
Mammoth Club All levels 9 sections 24 lectures

Natural Language Processing Machine Learning Bootcamp with Python

Ready to turn raw text into intelligent conversation? This hands-on course guides you through essential NLP techniques and shows you how to build a basic chatbot using real text data, vectorization, and classification.

01
Skill level
All levels
02
Sections
9
03
Lectures
24
04
Instructor
Alex Kropf
What's inside

This course includes.

9
Sections
24
Lectures
16
Resources
4
Quizzes
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content

Curriculum & lectures.

4 sections · 8 lectures
+ Welcome 3 lectures
What is Natural Language Processing (NLP) and its evolution Locked
NLP Subtasks (tokenization, parsing, named entity recognition, and semantic analysis) Locked
Submit a Question Locked
+ Machine Learning and Deep Learning for NLP 2 lectures
Machine learning NLP (Support Vector Machines, Decision Trees, and Random Forests) Locked
Deep Learning NLP (recurrent neural networks, long short-term memory networks) Locked
+ Transformer and Pre-Trained Models for Natural Language Processing 2 lectures
Transformer Deep Learning for NLP Locked
Pre-trained language models (BERT, GPT, and RoBERTa) Locked
+ Let's Build It! Bundled Courses 1 lecture
Let's Build It! Bundled Courses Locked
Description

About this course.

✅ Convert and clean CSV text data for natural language analysis

✅ Tokenize and lemmatize text to uncover the most meaningful words

✅ Organize parts of speech into DataFrames for structured analysis

✅ Visualize word frequency with insightful plots

✅ Understand the fundamentals of NLP and vectorization

✅ Train a text vectorizer and apply it in interactive user sessions

✅ Build a simple intent classifier and a generative response model

✅ Test and refine your chatbot with real input/output conversations

✅ And more!


🎮 Each step builds toward a complete mini-project, blending data science and AI logic with Python scripting.


🎁 Includes source code, tokenizer utilities, and lifetime access to all updates.


If you're ready to go from text data to intelligent dialogue systems—this course gives you the foundation and the tools. Enroll now and bring your first AI chatbot to life.

Instructors

Taught by people who ship.

Alex Kropf

Alex Kropf

Mammoth Club's CLO, public speaker, consultant, IT author and Senior Software Developer. Alex has produced best-selling courses, books and workshops for Mammoth Club, Course Pro and our clients since 2016.

Ready to start building?

Ready to turn raw text into intelligent conversation? This hands-on course guides you through essential NLP techniques and shows you how to build a basic chatbot using real text data, vectorization, and classification.

Buy lifetime access →