Mammoth Club All levels 15 sections 36 lectures

Natural Language Processing with Python Video Bundle

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
15
03
Lectures
36
04
Courses
1
05
Instructor
Alex Kropf
What's inside

This course includes.

✓
15
Sections
✓
36
Lectures
✓
22
Resources
✓
15
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

7 sections · 24 lectures
+ Overview ๐Ÿ“– 4 lectures
What is Natural Language Processing (NLP) and its evolution Locked
NLP Subtasks (tokenization, parsing, named entity recognition, and semantic analysis) Locked
Extra Reading Lectures Locked
Submit a Question Locked
+ Python Data Analysis Bootcamp with Pandas and NLTK - Natural Language Processing โ–ถ๏ธ 7 lectures
00 Project Preview Preview Free preview
01 Convert CSV File To A Python List Locked
02 Tokenize Text Data Locked
03 Find Most Popular Lemmatized Words Locked
04 Build Dataframes Per Part Of Speech Locked
05 Plot Word Frequency Locked
Source Files Locked
+ Machine Learning and Deep Learning for NLP๐Ÿ“– 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 Processing๐Ÿ“– 2 lectures
Transformer Deep Learning for NLP Locked
Pre-trained language models (BERT, GPT, and RoBERTa) Locked
+ Python Chatbot Bootcamp with Pandas, NumPy and SciKit - Overview โ–ถ๏ธ 4 lectures
00 Projects Preview Locked
01 What Is Natural Language Processing Locked
02 What Is Text Vectorization Locked
Source Files Locked
+ Build a Context-Aware Chatbot โ–ถ๏ธ 3 lectures
01 Define A Basic Intent Classifier Locked
02 Define A Basic Generative Model Locked
03 Test The Chatbot Locked
+ Build a Chatbot with Natural Language Processing from Frequently Asked Questions โ–ถ๏ธ 2 lectures
01 Train A Vectorizer Locked
02 Chat With The User Locked
Description

About this course.

โœ… Convert and clean CSV text data for natural language analysis

โœ… Tokenize and lemmatize text to uncover the most meaningful words

โœ… Organize parts of speech into DataFrames for structured analysis

โœ… Visualize word frequency with insightful plots

โœ… Understand the fundamentals of NLP and vectorization

โœ… Train a text vectorizer and apply it in interactive user sessions

โœ… Build a simple intent classifier and a generative response model

โœ… Test and refine your chatbot with real input/output conversations

โœ… And more!


๐ŸŽฎ Each step builds toward a complete mini-project, blending data science and AI logic with Python scripting.


๐ŸŽ Includes source code, tokenizer utilities, and lifetime access to all updates.


If you're ready to go from text data to intelligent dialogue systemsโ€”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 →