Share Description
In this course, you will :
- Discover a variety of managed big data services in the cloud.
- Explain what machine learning is, the terminology used, and its value proposition.
Syllabus :
- Intro to Big Data Managed Services in the Cloud
- Leverage Big Data Operations with Cloud Dataproc
- Lab Intro: Dataproc - Qwik Start - Console
- Dataproc: Qwik Start - Console
- Lab Intro: Dataproc - Qwik Start - Command Line
- Dataproc: Qwik Start - Command Line
- Build Extract, Transform, and Load Pipelines using Cloud Dataflow
- Lab Intro: Dataflow - Qwik Start - Templates
- Dataflow: Qwik Start - Templates
- Lab Intro: Dataflow - Qwik Start - Python
- Dataflow: Qwik Start - Python
- BigQuery, Google's Enterprise Data Warehouse
- Dataprep: Qwik Start
- Introduction to Machine Learning
- Machine Learning and Google Cloud
- Qwik, Draw
- Qwik, Draw screencast
- Building Bespoke Machine Learning Models with AI Platform
- Lab Intro: AI Platform - Qwik Start
- AI Platform: Qwik Start
- Cloud AutoML
- Google's Pre-trained Machine Learning APIs
- Lab Intro: ML API Qwik Start Labs
- Cloud Natural Language API: Qwik Start
- Google Cloud Speech API: Qwik Start
- Video Intelligence: Qwik Start
- Reinforcement Learning: Qwik Start
