Basics of NLP | EDUCBA

Autoplay
Autocomplete

Previous Lesson Complete and Continue

Advanced AI and Technologies

Natural Language Processing (NLP)

Basics of NLP (4:05)
Text Preprocessing (2:26)
Text Classification (7:27)
Named Entity Recognition (NER) (10:25)
Language Generation Models (16:02)
Sentiment Analysis (7:23)

Computer Vision

Image Processing Basics (8:42)
Feature Extraction (3:42)
Object Detection (5:34)
Image Segmentation (7:36)
Image Generation (6:01)

Robotics and AI

Introduction to Robotics (7:12)
AI Technologies Used in Robotics (5:29)
How Ai used in Robotics (11:20)
Reinforcement Learning in Robotics (8:54)

Hallucination Management in GenAI

Introduction (1:56)
Examples of Generative AI (1:28)
Examples of Hallucinations (4:01)
Causes of Hallucination in GenAI (2:25)
Types of Hallucination (1:52)
Detection and Evaluation of Hallucinations (3:40)
Mitigation Strategies (3:12)
Advanced Techniques (3:35)
Case Studies and Practical Applications (3:07)
Quiz (7:51)

Integration and Deployment of GenAI

Introduction to Integration and Deployment of GenAI (3:04)
Understanding the Development Landscape (2:45)
Key Considerations for Development (2:31)
Evaluating Deployment Method and Vendors (5:14)
Case Studies and Best Practices (2:35)
AWS Bedrock (8:52)
Anthropic (4:06)
VLLM (3:17)
Practical Examples and Best Practices (5:55)
Hands on Labs and Projects (1:51)
Think You Know AI Deployments (15:57)

AI Tools

AI Tools Part 1 (1:41)
AI Tools Part 2 (3:00)
AI Tools Part 3 (3:53)
AI Tools Part 4 (2:05)
AI Tools Part 5 (2:51)
AI Tools Part 6 (3:25)
AI Tools Part 7 (2:27)
AI Tools Part 8 (3:29)
AI Tools Part 9 (3:48)
AI Tools Part 10 (1:44)
AI Tools Part 11 (3:04)

Teach online with

Basics of NLP

Complete and Continue