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Python

Basic Machine Learning: How to Recognize a Cat

This article explains the main steps for training a machine and obtaining a model, provides some simple practices, and shares a basic principle of machine learning.

What's New with Mars - Alibaba's Distributed Scientific Computing Engine

Comprehensive information, detailing the latest Mars releases and plans for upcoming releases.

Use Mars with RAPIDS to Accelerate Data Science on GPUs in Parallel Mode

The author explains the commonalities and differences of code within common Python tools, Mars, and RAPIDS, and how it can pave the way for the future of data science.

Use Grafana to Present Epidemic Data

Learn how Alibaba Cloud used a Grafana Dashboard to dynamically display information about the COVID-19 outbreak.

The Flink Ecosystem: A Quick Start to PyFlink

This article will introduce PyFlink's architecture and provide a quick demo in which PyFlink is used to analyze CDN logs.

How to Develop Function Compute - Installing Dependencies in Interactive Mode

This tutorial is a part of the 'How to Develop Function Compute' series. It demonstrates how to install dependencies in an interactive mode.

Deploy Django Application on Alibaba Cloud

This post explains how you can launch and deploy a Django application on Alibaba Cloud.

Using PyFilter on Alibaba Cloud to Filter SSH Login Attempts

This tutorial explains how to set up the PyFilter client to monitor a Secure Socket Shell (SSH) connection on Alibaba Cloud.

Data Collection Bot with Python and Selenium

In this tutorial, we will make our very own data collection bot with Python and Selenium on Alibaba Cloud ECS.

Training Facial Recognition Algorithms with Alibaba's Mars

This article shows you how to use Alibaba's open source Mars to implement facial recognition algorithms.

Mars – Matrix-based Universal Distributed Computing Framework

In this article, we discuss how Mars can help researchers in the scientific computing field solve large-scale multidimensional matrix operations.

PyCon China 2018: In-Depth Analysis of Mars

This article shares the "What, Why, and How" of Mars, presented at the PyCon China 2018 conference in Beijing, Chengdu, and Hangzhou.

Mars – Alibaba's Open Source Distributed Scientific Computing Engine

Mars is Alibaba's first open source and independently developed computing engine for large-scale scientific computing.

Using Python to Connect Function Compute to SQL Server

This document explains how to use SQL Server databases with Alibaba Cloud Function Compute as well as configuring and verifying Function Compute based on fc-docker.

Why Apache Flink 1.9.0 Support for Python API is a Game Changer

In this blog, we'll take a closer look at Apache Flink 1.9.0, including its new machine learning interfaces and Flink-Python modules.

How to Manage Django Images and Static Assets on Ubuntu 18.04

This tutorial shows you how to effectively use the django.contrib.staticfiles module to improve web user experience with the Django framework.

How To Install Odoo on Alibaba Cloud

In this tutorial, you will learn how you can install Odoo version 12 on an Alibaba Cloud ECS instance to run your business from the cloud.

Natural Language Processing in Python 3 Using NLTK

This tutorial covers the basics of natural language processing (NLP) in Python by building a Named Entity Recognition (NER) using TF-IDF.

Apache Flink Release Integrates Alibaba Blink Features

Apache Flink 1.9.0 is an important update that integrates many of the features of Alibaba's Blink, including batch recovery for batch jobs and a Blink-based query engine.

Part 1: Image Classification using Features Extracted by Transfer Learning in Keras

In Part 1 of this 4-article series, we will explore the ML pipeline to highlight the challenges of manual feature extraction.