advanced-ray/00-Advanced-Ray-Overview.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Advanced Ray - Overview\n",
    "\n",
    "© 2019-2022, Anyscale. All Rights Reserved\n",
    "\n",
    "![Anyscale Academy](../images/AnyscaleAcademyLogo.png)\n",
    "\n",
    "**NOTE**: This module has been updated to the latest Ray release and simplified. Old material has been relegated to the directory\n",
    "`retired`. Notebooks in this module will not match with ones on the Ray Summit 2020 video.\n",
    "\n",
    "## Watch Ray Summit 2021 on demand!\n",
    "\n",
    "Ray Summit 2021 [virtual conference](https://www.anyscale.com/ray-summit-2021) was on June 22-24, 2021. We had an amazing lineup of luminar keynote speakers and breakout sessions on the Ray ecosystem, third-party Ray libraries, and applications of Ray in the real world.\n",
    "\n",
    "For information about other online events, see [anyscale.com/events](https://anyscale.com/events).\n",
    "\n",
    "This tutorial, part of [Anyscale Academy](https://anyscale.com/academy), picks up where the [Ray Crash Course](../ray-crash-course/00-Ray-Crash-Course-Overview.ipynb) left off. It explores tasks and actors in more detail, including profiling and debugging applications, and it explains Ray's internal architecture.\n",
    "\n",
    "See the instructions in the [README](../README.md) for setting up your environment to use this tutorial.\n",
    "\n",
    "Go [here](../Overview.ipynb) for an overview of all tutorials.\n",
    "\n",
    "> **Tip:** Recall that the [Ray Package Reference](https://docs.ray.io/en/latest/package-ref.html) in the [Ray Docs](https://docs.ray.io/en/latest/) is useful for exploring the API features we'll learn.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Advanced Ray Tutorial Guide\n",
    "\n",
    "| #  | Lesson (Notebook)                                         | Description                               |\n",
    "| :- | :-------------------------------------------------------- | :---------------------------------------- |\n",
    "| 00 | [Overview](00-Advanced-Ray-Overview.ipynb)   | A _table of contents_ for this tutorial.  |\n",
    "| 01 | [Ray Tasks Revisited](01-Ray-Tasks-Revisited.ipynb) | More exploration of `ray.wait()` usage patterns, task dependencies and their management, and task profiling techniques. |\n",
    "| 02 | [Ray Actors Revisited](02-Ray-Actors-Revisited.ipynb) | A more in-depth look at actor characteristics and profiling actor performance using the _Ray Dashboard_. |\n",
    "| 03 | [Ray Internals](03-Ray-Internals.ipynb) | Explores the architecture of Ray, task scheduling, the Object Store, etc. |\n",
    "\n",
    "In addition, exercise solutions for this tutorial can be found [here](solutions/Advanced-Ray-Solutions.ipynb)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Getting Help\n",
    "\n",
    "* The [#tutorial channel](https://ray-distributed.slack.com/archives/C011ML23W5B) on the [Ray Slack](https://ray-distributed.slack.com). [Click here](https://forms.gle/9TSdDYUgxYs8SA9e8) to join.\n",
    "* [Email](mailto:academy@anyscale.com)\n",
    "\n",
    "Find an issue? Please report it!\n",
    "\n",
    "* [GitHub issues](https://github.com/anyscale/academy/issues)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "#### Give Us Feedback!\n",
    "\n",
    "Let us know what you like and don't like about this reinforcement learning and Ray RLlib tutorial.\n",
    "\n",
    "* [Survey](https://forms.gle/PKYkFvrAf5M3jL3B8)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}