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所在平台: Udemy |
课程主页: https://www.udemy.com/course/network-machine-learning/
课程评论：没有评论
课程名称：使用Python和机器学习构建3个网络应用 概述： 本课程是为网络工程师设计的Python和机器学习培训，包含超过10小时的视频内容和20多个可下载资源。课程旨在帮助学生从零基础学起，掌握Python编程，同时学习如何将这些技术应用于网络环境中。通过本课程，您不仅能够学习Python的基础知识和机器学习的核心概念，还将实际构建3个网络应用程序。 课程内容包括： - Python编程：变量、数据类型、字符串、数字、布尔值、列表、集合、元组、字典，以及条件语句和循环等基本操作。 - Pandas库：数据和文件处理基础，以及使用Matplotlib进行数据可视化。 - Nmap工具的使用：网络扫描和Nmap脚本引擎的应用。 - 无监督机器学习基础，包括K均值聚类。 - 应用程序开发：与Python和Nmap构建网络漏洞检测应用，使用机器学习进行漏洞分析和网络流量分析的应用。 课程特点： - 提供全面的技术支持，任何问题在24小时内答复。 - UFSM前最佳讲师，拥有上千条5星评价。 - 超过100,000名满意学生的推荐。 - 课程结束后可获得结业证书。 - 30天无条件退款保障。 - 完成后终身访问课程，随时随地学习。 学生评价： 学员们对课程给予高度评价，称赞内容丰富、教学方式专业，适合希望通过Python和机器学习提升网络工程技能的专业人士。 鼓励学生立即报名参加，提升职业技能，实现职业发展！
Python and Machine Learning course designed for Network Engineers10+ hours of video content and over 20 downloadable resourcesLearn Python from scratch and download additional PDF resourcesLearn how to use the Pandas library for data and file manipulationUse Nmap and the Nmap Scripting Engine for scanning the networkBuild and download a Network Vulnerability detection app with PythonBuild and download a Machine Learning app to analyze vulnerabilitiesBuild and download a Machine Learning app to analyze traffic capturesYou have my full support. I am answering questions in less than 24hrsUdemy Bestselling Instructor with thousands of amazing 5* reviewsOver 100,000+ satisfied students across several e-learning platformsCERTIFICATE of COMPLETION is also included at the end of the courseWhat others have to say about my Python courses?Before you read what I have to say, see what my students are saying about my courses:"What an incredible value and learning experience!" by Sean A."Excellent material. Kudos to a great instructor with a vast level of creativity." by Anthony W."This man is going on smoothly and perfectly, explaining in the most empirical way." by Kolapo A.What's this course all about?Python programming and Machine Learning course aimed at Network Professionals - Network Engineers, Network Admins and Security Engineers, having little or no experience in Python coding, network automation and ML, but a great desire to start learning Python from scratch and implement new technologies in their network environments.This 100% hands-on training takes you from "Hello World!" to building 3 network applications with Python, Pandas, Matplotlib, Nmap and Machine Learning in no time. You will learn Python, Pandas and Machine Learning concepts which are relevant to the networking industry, and then you're going to build 3 network applications.Here are some highlights from this course:Python - Variables. Data Types. Keywords Python - Strings. String OperationsPython - Numbers. Numeric OperationsPython - Booleans. Boolean OperationsPython - Lists. List OperationsPython - Sets. Set OperationsPython - Tuples. Tuple OperationsPython - Ranges. Range OperationsPython - Dictionaries. Dictionary OperationsPython - If-Elif-Else ConditionalsPython - For-Else LoopsPython - While-Else LoopsPython - List-Set-Dictionary ComprehensionsPython - Break. Continue. PassPython - Try. Except. Else. FinallyPython - Functions. Parameters. ArgumentsPython - Namespaces. ModulesPython - File OperationsPython - Regular ExpressionsPython - Special FunctionsDOWNLOAD - Regular Expressions NotebookDOWNLOAD - Python Primer NotebookPandas - Introduction. Basic OperationsPandas - Intermediate to AdvancedPandas - Handling CSV Files with PandasPandas - Data Visualization with MatplotlibDOWNLOAD - Pandas NotebookNMAP - Introduction to NMAP ScanningNMAP - The World of NMAP NSE ScriptsDOWNLOAD - NMAP NotebookUNSUPERVISED ML - Introduction to Machine LearningUNSUPERVISED ML - K-Means Clustering BasicsAPPLICATION 1 - Network Vulnerability Map with Python & NmapAPPLICATION 2 - Vulnerability Data Analysis with Machine LearningAPPLICATION 3 - Network Traffic Analysis with Machine LearningSUPERVISED ML - Decision Trees and Random ForestSUPERVISED ML - Extra APPLICATION and Examples"The instructor seems to touch all the basis in a logical and methodical way while providing examples and explanations. I can only conclude the instructor is a professional educator who spent considerable time structuring and organizing the course. The result is evident. THIS IS A GREAT WAY TO LEARN PYTHON!" by Larry L.Important information before you enroll!You are covered by a 30-days money back guarantee, full refund, no questions asked.Once enrolled, you have unlimited, 24/7, lifetime access to the course from any device.You will benefit from my full support regarding any question related to the course content.I strongly encourage you to boost your Network Engineering skills using the amazing power of Python and Machine Learning, and take your job and career one step further!Enroll now and I'll see you in the first lecture!
