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Free Course Download100% Free Direct MP4 LinksUdemyAI, Machine Learning & Data Science2025-1 Edition

Download Generative AI – Natural Language Processing Bootcamp 2025 Course for Free

Download the complete Generative AI – Natural Language Processing Bootcamp 2025 video course for free with high-definition MP4 video lectures, project exercise archives, and step-by-step masterclasses. Learn offline at your own pace with zero paywalls or recurring subscriptions.

104Lectures
66.4Total Hours
10401.5MB Total Size
MP4 / 1080p HD
Instructor: Senior Industry Specialist
English
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All Video Lectures Available to Download104 Videos

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Summary

MP4 HD2m5.07 MB
Stream

Why NLP and how its different from Normal ML

MP4 HD10m21.43 MB
Stream

Challenges of NLP

MP4 HD17m36.66 MB
Stream

Understanding Human Language

MP4 HD9m20.90 MB
Stream

Introduction to NLTK library

MP4 HD17m38.18 MB
Stream

Tokenization , bigrams, trigrams, and N gram - Hands on

MP4 HD8m18.52 MB
Stream

NLP Pipeline

MP4 HD33m72.26 MB
Stream

POS Tagging & Stop Words Removal

MP4 HD24m51.78 MB
Stream

Data Extraction and Text Cleaning hands On

MP4 HD1h 25m185.96 MB
Stream

Introduction to Spacy Library

MP4 HD15m32.16 MB
Stream

Stemming & Lemmatization

MP4 HD38m84.04 MB
Stream

Summary

MP4 HD3m6.64 MB
Stream

NER and Wordsense Disambiguation

MP4 HD41m90.06 MB
Stream

Hands On Spacy

MP4 HD43m95.57 MB
Stream

Understanding BoW Technique

MP4 HD28m62.25 MB
Stream

Vector Representation of Text - One Hot Encoding

MP4 HD42m93.21 MB
Stream

TF-IDF

MP4 HD44m97.10 MB
Stream

BoW Hands On

MP4 HD43m94.57 MB
Stream

TF-IDF Hands On

MP4 HD1h 1m133.36 MB
Stream

Tf-idf from Scratch Implementation

MP4 HD32m71.27 MB
Stream

Introduction to Word Embeddings

MP4 HD35m77.37 MB
Stream

Skip-gram Word Embeddings - Understanding Data Preperation

MP4 HD20m44.21 MB
Stream

Intuition of Vector Representation

MP4 HD45m98.21 MB
Stream

Skip Gram Model Architecture

MP4 HD42m93.33 MB
Stream

Hands On Word Embeddings - Usage of Pre-trained models

MP4 HD1h 26m188.39 MB
Stream

CBOW Model Architecture & Hands On

MP4 HD21m47.18 MB
Stream

Practical Difference between CBOW and Skip-gram

MP4 HD15m33.60 MB
Stream

Hyperparameters - Negative Sampling and Sub Sampling

MP4 HD1h133.05 MB
Stream

Section Summary

MP4 HD2m3.86 MB
Stream

Skip Gram Hands On - Deep Dive

MP4 HD1h 30m223.81 MB
Stream

Bonus How does a Network is trained - Back-propagation

MP4 HD51m112.56 MB
Stream

Approaches to Classification

MP4 HD28m62.25 MB
Stream

General Pipeline for Classification

MP4 HD33m71.74 MB
Stream

Loading the Dataset

MP4 HD16m35.77 MB
Stream

Exploratory Data Analysis & Text Preprocessing

MP4 HD35m75.93 MB
Stream

Remove Low Frequency Words

MP4 HD21m47.10 MB
Stream

Remove Stop Words with Stemming & Lemmatisation

MP4 HD33m73.32 MB
Stream

Application of Model

MP4 HD33m73.59 MB
Stream

TfIDF Approach

MP4 HD14m31.59 MB
Stream

Challenges of NLP & N-grams

MP4 HD29m62.77 MB
Stream
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What You'll Master in this Free Download Course

Text preprocessing using NLTK and Spacy
How to work on the NLP pipeline
Summarizing the text
NLP transformer architecture
And …

About this Free Download Course

Generative AI – Natural Language Processing Bootcamp is a comprehensive Natural Language Processing (NLP) training course published by Udemy. Natural language processing is a transformative technology that enhances human-machine interaction. By enabling computers to understand and respond to human language, NLP is driving innovation across industries, improving user experiences, automating tasks, and unlocking valuable insights from vast amounts of textual data. The benefits of using NLP include enhanced user experience, extracting valuable insights from unstructured data, automating routine tasks such as customer support, content moderation and data entry, providing translation and localization services for language barriers, and more.The goal of NLP is to enable machines to understand, interpret, and respond to human language in a meaningful and useful way. It involves processing large amounts of unstructured text data to perform tasks such as translation, sentiment analysis, speech recognition, and more. This course is for anyone who wants to learn Natural Language Processing (NLP), anyone interested in artificial intelligence, machine learning, deep learning or data science, anyone who wants to build advanced NLP models and in It is recommended to implement a project and anyone who wants to create enterprise-grade chatbots.

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Free Download Summary

Price:100% Free
Total Lectures:104 videos
Total Duration:66.4 hours
Video Format:MP4 (1080p HD)
Exercise Archives:1 ZIP files
Registration:None (Instant Access)
Offline Playback:Supported
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Instructor

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Senior Industry Specialist

Specialist in AI, Machine Learning & Data Science. Real-world engineering curriculum and hands-on masterclasses.

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