NumPy, Pandas, Matplotlib in Python using Amazon SageMaker

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课程主页: https://www.udemy.com/course/learn-python-using-amazon-sagemaker/

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课程名称:使用 Amazon SageMaker 的 Python 中的 NumPy、Pandas 和 Matplotlib 课程概述: 欢迎来到《使用 Amazon SageMaker 的 Python 中的 NumPy、Pandas 和 Matplotlib》课程。本课程包含职业发展的 Python 技能,这些技能已被全球最大的公司用于构建 Python 数据结构、实施行业项目以及通过 OpenCV 进行计算机视觉,以及通过 AWS SageMaker 进行数据科学和机器学习。借助 SageMaker,数据科学家和开发人员可以快速轻松地构建、训练机器学习模型,并将其部署到生产环境中。该课程提供了内部的 SageMaker Studio 实例,便于访问数据源进行分析,并轻松部署模型。 Python 在数据科学领域迅速成为主要语言,是招聘人员在寻找数据科学家时首先查找的技能之一。作为计算机科学、统计学和行业问题所需领域知识的结合,许多顶尖公司(如 Google、Facebook、Instagram、Dropbox 和 Netflix)都使用 Python。Python 是一种通用、灵活且强大的编程语言,因其简洁易读,是学习编程的绝佳入门语言。 Amazon SageMaker 是一种完全托管的服务,使每位开发人员和数据科学家能够快速构建、训练和部署机器学习模型。SageMaker 抽象化了机器学习过程中的每个步骤,从而使开发高质量模型变得更加简单。 学习 Python 的原因: Python 在全球范围内极为流行,拥有庞大的在线编程社区和出色的文档。许多大型行业正在寻找 Python 专家。本课程将帮助您轻松学习 Python,提高竞争力。 选择本课程的理由: 您将获得该领域的最佳知识,使用最新且广泛使用的技术。课程内容包括 Python 语言基础和 AWS SageMaker 的深入理解,您将能够动手实践,学习如何像专家一样编写代码。此外,课程结束时将提供项目练习,以提升您的技能和知识。您还将探讨 Python 在数据库、计算机视觉和网页抓取等方面的更广泛应用。 适合人群: - 从未编程的初学者 - 希望学习 AWS SageMaker 的程序员 - 想开始 Python 编程的其他语言程序员 - 已会一些 Python 但希望提升技能的程序员 课程收益: - 终身访问 28 节涵盖 Python 所有方面的讲座,包括 AWS 免费账号的开设以及从基础到高级概念的学习。 - 互动性强的教师指导与作业实践。 - 全课程中的里程碑项目,以挑战您并应用所学知识。 - 提供最佳质量的理论和代码文件练习材料。 本课程只是针对 Python 初学者使用 AWS SageMaker 的入门课程,未来将推出使用 AWS SageMaker 的机器学习课程。不要等待!立即加入课程,开始 Python 编程之旅吧!

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Welcome to the Course NumPy, Pandas, Matplotlib in Python using Amazon SageMakerThis course contains Career building python skills which has been used by the world's largest companies for everything from building python Data structure to implementing the industry projects and computer vision by using OpenCV to data science and machine learning by AWS SageMaker.With SageMaker both Data scientist and developers can quickly and easily build and train a machine learning models and deploy them to the production hosted readyEnvironment!! It has internal SageMaker Studio instance for an easy access to your data sources for analysis and deploy your model effortlessly.Python has rapidly become go-to language in the data science field and is among the first things recruiters search for in a data scientist's skill set.Its an amalgamation of Computer science , Statistics and required domain knowledge as per the industry problems. The top notch companies uses Python some of them are " Google, Facebook,Instagram,Dropbox,Netflix".Python is a general-purpose, versatile, and powerful programming language.It's a great first language because it's concise and easy to read.Whatever you want to do, Python can do it ,From web development to machine learning to data science,Python is the language for if you are new to computer language then python is something you can start with and kind of approach and logic andapplication python has and is something pretty versatile in itself."Amazon SageMaker is a fully managed service that provides every developer and data scientist with the ability to build, train, and deploy machine learning (ML) models quickly. SageMaker removes the heavy lifting from each step of the machine learning process to make it easier to develop high-quality models." Introduction quoted from the website of AWS SageMaker.Amazon SageMaker helps data scientists and developers to prepare, build, train and deploy high-quality machine learning(ML) models quickly by bringing together a broad set of capabilities purpose-build for ML.AWS SageMaker has been a great deal for most data scientists who would want to accomplish a truly end-to-end ML solution. It takes care of abstracting a ton of software development skills necessary to accomplish the task while still being highly effective and flexible and cost-effective.Amazon SageMaker is a fully-managed service that enables data scientists and developers to quickly and easily build, train, and deploy machine learning models at any scale. Amazon SageMaker includes modules that can be used together or independently to build, train, and deploy your machine learning models.Why Learn Python?Python is extremely popular language world-wide , it has large programming community available online. And also it has excellent Documentation , python is one of those language has number applications available in the various industries and many large industries are looking for python experts.This course will make it easy for you to learn Python and get ahead of your competition.Why Choose This Course?You will conquer the best knowledge about the subject and by using latest and one of the most used technology world wide.You will learn basics of python language as well have deeper understanding of the using of AWS SageMaker.Get hands on practice on the python and learn to code like an expert.At the end of the course we will be offering you the python based projects to improve your skills and knowledge about the subject.you'll use the technologies learned throughout the Specialization to design and create your own applications for data retrieval, processing, and visualization.Explore the wider possibilities of what you can do with Python, including databases, Computer vision and Web Scraping.Become job-ready by learning about Python's flow control,Functions,Data Types, File Handling ,Object- class and also sound knowledge on AWS SageMaker, getting user friendly with AWS SageMaker instances to deploy models.And you will also have the hands on experience with the industry projects. You will learn and get to have access on projects like Gaming in Python, And you will learn OpenCV Project which works on real time.which will not only prepare you to write your own python code but also helps you to land on your Dream job.Who Is This Course For?Beginners who have never programmed before.Programmers who wants know learn AWS SageMaker.Programmers with experience in other languages who want to start their Python programming.Programmers who know some Python but want to round off their skills and become truly proficient with AWS SageMaker.What Am I Going to Get From This Course?Lifetime access to 28 lectures covering all aspects of Python including the opening of AWS Free Account and learn from the foundations to advanced concepts.Extremely interactive sessions from tutor and get Assignments to practice yourself and get your hands on practice with the subject.Milestone projects for you to complete throughout the course. These provide a challenge and an opportunity for you to apply what you've learned. We always go over the code after to show you how we would tackle them.Offering the best quality material to practice theory and code files.And also this is just an introductory course for the python beginners by using AWS SageMaker.We will soon be launching on Machine learning using AWS SageMaker.Don't Wait! Join the Course and Begin Coding in Python today!

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