Introduction

What is ElasticSearch ?


Why you should take it ?


Introduction

Why use Spark on Kubernetes ?


Why you should take it ?


Introduction

  • Introduce you to the evolution of Big Data and how Spark came to existence.
  • Provide a high-level overview of all the components of Spark’s distributed architecture.
  • Provide best practices regarding Spark jobs code optimization.
  • Provide best practices for tuning, debugging and inspecting Spark applications




Introduction

  • Create your own dataset using Google Image.
  • Choose and retrain the dense layers of a CNN architecture.
  • Deploy your model as a web app to Render.com

Libraries and major dependencies

  1. Google Colab for GPU usage
  2. Fastai v 1.0.52
  3. PyTorch v1

Chouaib Nemri

Data and AI specialist. Data Engineer @ Devoteam. Data Science & Machine Learning Instructor @ OpenClassrooms

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