NLP Applications for Business

Module 1: Fundamentals of NLP and Its Business Impact

• Introduction to NLP concepts
• Key NLP tasks relevant to business

Module 2: Overview of Popular NLP Tools & APIs

• Google Cloud NLP, AWS Comprehend, IBM Watson NLP, HuggingFace Transformers

Module 3: Building NLP-Powered Chatbots and Virtual Assistants

• Intent recognition and entity extraction
• Dialog management using pre-built NLP tools

Module 4: Automated Translation and Language Localization

• Using machine translation tools for business content
• Best practices in localization and internationalization

Module 5: Sentiment Analysis and Customer Feedback Mining

• Sentiment scoring and emotion detection
• Analyzing customer reviews and social media data

Module 6: NLP for Document Processing & Automation

• Text extraction, summarization, classification
• Use cases in contracts, emails, reports

Module 7: Customizing NLP Models with No-Code Tools

• Training and fine-tuning with no-code platforms
• Model evaluation and deployment

Module 8: Ethical NLP Usage and Bias Mitigation

• Avoiding harmful language and stereotypes
• Ensuring fairness and compliance in NLP applications