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所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-financial/
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课程名称：Python用于金融市场分析 课程概述： 欢迎参加《Python用于金融市场分析》课程！如果您对如何使用Python进行严谨的金融分析及算法交易感兴趣，那么这个课程就是为您准备的！该课程将指导您掌握使用Python分析金融市场数据所需的一切知识。讲师拥有超过17年的彭博社工作经验，将为您分享实用的金融市场分析知识。 课程内容包括： - 学习金融市场数据的基础知识，如何导入大型数据集。 - 掌握金融领域的各种核心库，包括Jupyter、NumPy、Pandas、Matplotlib、Statsmodels、yfinance、Plotly、Cufflinks等。 - 使用Jupyter Notebook、Google Colab和Visual Studio编写金融相关的Python应用程序。 具体包括： - Python基础知识 - 使用NumPy进行高速数值处理 - 使用Pandas进行高效数据分析 - 使用Matplotlib进行数据可视化 - 时间序列分析技术 - 导入金融市场数据 - 操作单只和多只股票的价格及基本数据 - 实时数据流处理 - 创建交互式金融图表 - 简单到高级的时间序列分析 - 财务指标的创建与分析 - 制定交易策略与技术指标 - 股票统计与同业分析 - 投资组合分析等 讲师背景： 讲师在金融与编程领域拥有丰富的专业知识与经验，曾在彭博社工作17年，并创办多家金融市场分析公司。其编程与数据模型均为实际项目证明，已在Udemy上发布多部畅销课程。 课程承诺： 如果您对课程不满意，可以在30天内全额退款。期待您加入课程，一起开始学习吧！
Welcome to Python for Financial Markets Analysis!Are you interested in how people use Python to conduct rigorous financial analysis and pursue algorithmic trading, then this is the right course for you!This course will guide you through everything you need to know to use Python for analyzing financial markets data! I've worked for Bloomberg for 17+ years and will present the knowledge to help you in this course.We'll start off by learning the fundamentals of financial market data, importing large datasets and then proceed to learn about the various core libraries used in the Finance world including jupyter, numpy, pandas, matplotlib, statsmodels, yfinance, plotly, cufflinks and much more. We will use jupyter notebooks, google colabs and visual studio to write our python apps for finance.We'll cover the following topics:Python FundamentalsNumPy for High Speed Numerical ProcessingPandas for Efficient Data AnalysisMatplotlib for Data VisualizationPandas Time Series Analysis TechniquesStatsmodelsImporting financial markets data Working with single and multiple stocks with prices, fundamental dataStreaming real-time data pricesCreate interactive financial charts with plotly, cuffllinksUsing annotation to tell the data storySimple to advanced time series analysisTime series analysis with indexing, filling and resamplingRate of returns analysis for stocks, crypto and indexesCreate Financial Indexes with price, equal and value weighted formationsCreate custom technical indicators - Squeeze momentum, point and figure and moreCreate trading strategies with technical indicatorsExplore stock statistics with peer analysis, returns rates, and heatmapsFind best and worst returns months for any global instrumentsCreate your very own stock screenCreate your very own web based (flask) candlestick pattern screenerAlgo trading with Buy Low and Sell High StrategiesPortfolio analysis with pyfolio Create interactive data apps with streamlitand much more...Why you should listen to me...In my career, I have built an extensive level of expertise and experience in both areas: Finance and CodingFinance:17 years experience in Bloomberg for the Finance and Investment Industry...Build various financial markets analytics companies like KlickAnalytics, ClickAPIs and morePython & Pandas:My existing companies extensively used python based models and algorithmsCode, models, and workflows are Real World Project-provenBest Seller author on Udemy e.g. PostgreSQL Bootcamp: Go from Beginner to Advanced, 60+ Hours courseMaster Redis - From Beginner to Advanced, 20+ hoursWhat are you waiting for? Guaranteed Satisfaction: Otherwise, get your money back with 30-Days-Money-Back-Guarantee.Looking Forward to seeing you in the Course! LETS GET STARTED!
