Oracle Cloud Infrastructure (OCI) Ampere Compute Learning Paths

This page lists all Learning Paths focused on Oracle Cloud Infrastructure (OCI) Ampere Compute in the Server and Cloud Computing category.

Displaying 60 of 60 learning paths.
Date

ML

Use Keras Core with TensorFlow, PyTorch, and JAX backends

Python - Keras - TensorFlow - PyTorch - JAX

  09 Sep 2026        30 min

CONTAINERS AND VIRTUALIZATION

Use Clair to scan container images and generate vulnerability reports

Docker - Go - Clair - Linux

  09 Sep 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Understand Arm Pointer Authentication

Runbook - Linux

  09 Sep 2026        30 min

PERFORMANCE AND ARCHITECTURE

Tune the Performance of the Java Garbage Collector

Java - Runbook - Linux

  09 Sep 2026        45 min

DATABASES

Tune PostgreSQL performance on Arm-based platforms

SQL - PostgreSQL - HammerDB - Runbook - Linux

  09 Sep 2026        2 hrs 30 min

WEB

Tune NGINX performance on Arm-based platforms

NGINX - Runbook - Linux

  09 Sep 2026        1 hr

DATABASES

Tune MySQL performance on Arm-based platforms

SQL - MySQL - InnoDB - Runbook - Linux

  09 Sep 2026        30 min

LIBRARIES

Run x265 (H.265 codec) on Arm servers

x265 - Linux

  09 Sep 2026        10 min

ML

Run vLLM inference with INT4 quantization on Arm servers

vLLM - LM Evaluation Harness - LLM - Generative AI - Python

  09 Sep 2026        1 hr

LIBRARIES

Run the vvenc H.266 encoder on Arm servers

vvenc - Linux

  09 Sep 2026        20 min

ML

Run Text Classification with ThirdAI on Arm servers

Python - ThirdAI - Linux

  09 Sep 2026        10 min

WEB

Run memcached on Arm servers and measure its performance

Runbook - Memcached - Linux

  09 Sep 2026        10 min

ML

Run an LLM chatbot with rtp-llm on Arm-based servers

LLM - Generative AI - Python - Hugging Face - Linux

  09 Sep 2026        30 min

ML

Run a Natural Language Processing (NLP) model from Hugging Face on Arm servers

Python - PyTorch - Hugging Face - Linux

  09 Sep 2026        20 min

ML

Run a Large Language Model (LLM) chatbot with PyTorch using KleidiAI on Arm servers

LLM - Generative AI - Python - PyTorch - Hugging Face

  09 Sep 2026        30 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - Neon - armie - GCC - armclang

  09 Sep 2026        30 min

LIBRARIES

Optimize the performance of Snort 3 using multithreading

AWS EC2 - Snort3 - Bash - GCC - Linux

  09 Sep 2026        45 min

ML

Optimize C++ performance with Profile-Guided Optimization and Google Benchmark

Google Benchmark - Runbook - Linux

  09 Sep 2026        15 min

PERFORMANCE AND ARCHITECTURE

Optimize application performance with CPU affinity

CPP - Python - taskset - perf - Google Benchmark

  09 Sep 2026        30 min

LIBRARIES

Migrating applications to Arm servers

Neon - SVE - Go - Runbook - Linux

  09 Sep 2026        15 min

PERFORMANCE AND ARCHITECTURE

Migrate containers to Arm using KubeArchInspect

Kubernetes - Runbook - Linux

  09 Sep 2026        15 min

PERFORMANCE AND ARCHITECTURE

Migrate applications that leverage performance libraries

Arm Compiler for Linux - CPP - Runbook - Linux

  09 Sep 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Migrate applications between Arm platforms using Kiro Arm SoC Migration Power

Kiro - AWS EC2 - GCC - C - CMake

  09 Sep 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Microbenchmark storage performance with fio on Arm

bash - Runbook - Linux

  09 Sep 2026        30 min

PERFORMANCE AND ARCHITECTURE

Microbenchmark and tune network performance with iPerf3 and Linux traffic control

iPerf3 - Linux

  09 Sep 2026        30 min

LIBRARIES

Measure performance of compression libraries on Arm servers

snappy - Runbook - Linux

  09 Sep 2026        10 min

DATABASES

Measure performance of ClickHouse on Arm servers

ClickHouse - ClickBench - Linux

  09 Sep 2026        45 min

ML

Measure Machine Learning Inference Performance on Arm servers

TensorFlow - Runbook - Linux

  09 Sep 2026        20 min

ML

Measure and accelerate PyTorch Inference on Arm servers

Python - PyTorch - Linux

  09 Sep 2026        20 min

DATABASES

Learn how to tune Redis

Redis - Runbook - Linux

  09 Sep 2026        30 min

WEB

Learn how to tune Envoy

Envoy - Runbook - Linux

  09 Sep 2026        1 hr

DATABASES

Learn how to deploy PostgreSQL

SQL - PostgreSQL - Linux

  09 Sep 2026        30 min

WEB

Learn how to deploy Nginx

NGINX - Linux

  09 Sep 2026        1 hr

DATABASES

Learn how to deploy MySQL

SQL - MySQL - Linux

  09 Sep 2026        30 min

WEB

Learn how to deploy Envoy

Envoy - Linux

  09 Sep 2026        1 hr

WEB

Learn how to deploy a Django application

Django - Python - NGINX - PostgreSQL - Linux

  09 Sep 2026        30 min

PERFORMANCE AND ARCHITECTURE

Learn about optimization techniques using the g++ compiler

CPP - Runbook - Linux

  09 Sep 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Learn about Large System Extensions (LSE)

GCC - Runbook - Linux

  09 Sep 2026        30 min

LIBRARIES

Install Vectorscan (Hyperscan on Arm) and use it with Snort 3

Vectorscan - Linux

  09 Sep 2026        15 min

DATABASES

Increase application performance with libhugetlbfs

MySQL - GCC - Runbook - Linux

  09 Sep 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Get started with parallel application development

Fortran - GCC - Linaro Forge - gdb - mpi

  09 Sep 2026        30 min

CONTAINERS AND VIRTUALIZATION

Get started with Arm-based cloud instances

Linux

  09 Sep 2026        15 min

PERFORMANCE AND ARCHITECTURE

Get ready for performance analysis with Sysreport

Python - Runbook - Linux

  09 Sep 2026        10 min

CONTAINERS AND VIRTUALIZATION

Develop and Validate Firmware Pre-Silicon on Arm Neoverse CSS V3

C - Docker - FVP - Linux

  09 Sep 2026        1 hr 30 min

DATABASES

Deploy Redis on Arm

Redis - Runbook - Linux

  09 Sep 2026        30 min

DATABASES

Deploy MySQL and WordPress on an always free tier Arm shape

MySQL - WordPress - Linux

  09 Sep 2026        30 min

ML

Deploy ModelScope FunASR Model on Arm Servers

ModelScope - FunASR - LLM - Generative AI - Python

  09 Sep 2026        1 hr

ML

Deploy DeepSeek-R1 on Arm Servers with llama.cpp

LLM - Generative AI - Python - Linux

  09 Sep 2026        30 min

CONTAINERS AND VIRTUALIZATION

Deploy Arm Instances on Oracle Cloud Infrastructure (OCI) using Terraform

Terraform - Linux

  09 Sep 2026        1 hr

ML

Deploy an AI Agent on Arm with llama.cpp and llama-cpp-agent using KleidiAI

Python - AWS Graviton - AI - Linux

  09 Sep 2026        45 min

PERFORMANCE AND ARCHITECTURE

Build Linux kernels for Arm cloud instances

TuxMake - Linux

  09 Sep 2026        1 hr

ML

Build and run vLLM on Arm servers

vLLM - LLM - Generative AI - Python - Hugging Face

  09 Sep 2026        45 min

ML

Build a RAG application using Zilliz Cloud on Arm servers

Python - Generative AI - RAG - Hugging Face - Linux

  09 Sep 2026        20 min

DATABASES

Benchmarking MySQL with Sysbench

MySQL - Sysbench - Linux

  09 Sep 2026        30 min

DATABASES

Benchmark the performance of Flink on Arm servers

Flink - Java - Nexmark - Runbook - Linux

  09 Sep 2026        30 min

DATABASES

Analyze the performance of MongoDB on Arm servers

MongoDB - GCC - Runbook - Linux

  09 Sep 2026        30 min

PERFORMANCE AND ARCHITECTURE

Analyze cache behavior with Perf C2C on Arm

perf - Runbook - Linux

  09 Sep 2026        15 min

ML

Accelerate Whisper on Arm with Hugging Face Transformers

Python - Whisper - Demo - Hugging Face - Linux

  09 Sep 2026        15 min

ML

Accelerate Natural Language Processing (NLP) models from Hugging Face on Arm servers

Python - PyTorch - Hugging Face - Linux

  09 Sep 2026        20 min

PERFORMANCE AND ARCHITECTURE

Accelerate Bitmap Scanning with Neon and SVE Instructions on Arm servers

SVE - Neon - Runbook - Linux

  09 Sep 2026        20 min