Machine Learning on Google Cloud: Sequence and Text Models

Advanced Machine Learning on Google Cloud: Sequence Models & NLP (Natural Language Processing) on Google Cloud

Created by: Minerva Singh
Bestselling Instructor & Data Scientist(Cambridge Uni)

What Will I Learn?

• Introduction to getting started with Google Cloud Platform (GCP)
• Reading in and processing text data within GCP
• Implement common natural language processing (NLP) techniques such as entity analysis and keyword detection on text data
• Carry out text classification using deep leaning models
• Getting started with OpenAI for Large Language Model (LLM) based text analysis

Requirements

• Should have prior experience of Python data science
• Prior experience of statistical and machine learning techniques will be beneficial
• Should have an interest in extracting insights from text analysis
• Should have an interest in applying machine learning models on text data

Target audience

• People who wish to learn practical text mining and natural language processing
• People who wish to derive insights from textual data
• People wanting to harness the power of cloud computing via GCP