这是我在数据分析和机器学习旅程的全面展示，展示了跨越Python编程、SQL数据库管理、机器学习应用程序和Tableau数据可视化的项目。
A comprehensive showcase of my journey in Data Analysis and Machine Learning, featuring projects that span Python programming, SQL database management, machine learning applications, and data visualization with Tableau. (2024-03-31, Jupyter Notebook, 0KB, 下载0次)
该数据分析组合旨在分析和可视化与汽车相关的数据，以深入了解各种属性，如规格、功能和市场趋势。该分析使用Python编程语言、用于代码执行的Google Colab环境和包含汽车数据集的Excel工作表文件。
This data analysis portfolio aims to analyze and visualize data related to cars to gain insights into various attributes such as specifications, features, and market trends. The analysis utilizes Python programming language, Google Colab environment for code execution, and an Excel sheet file containing the cars dataset. (2024-03-18, Jupyter Notebook, 0KB, 下载0次)
本项目是基于回归模型预测二手车价格的数据科学问题的解决方案。使用的编程语言是Python。
This project is solution to data science problem based on regression model to predict the price of pre owned cars. Programming language used is Python. (2024-03-13, Jupyter Notebook, 0KB, 下载0次)
射线演员编程。实现一个分布式参与者框架，该框架在Ray集群上并行化（RL）模型的训练。训练的RL模型将擅长玩月球着陆器游戏。训练RL模型的算法是DQN（深度Q网络）。
Ray actor programming. Implement a distributed actor framework that parallelizes the training of a (RL) model on a Ray cluster. The RL model that trained will excel in playing the game of Lunar Lander. The algorithm to train the RL model is DQN (Deep Q-Network). (2024-03-18, Jupyter Notebook, 0KB, 下载0次)
本教程旨在介绍Python编程，专门为那些从头开始的人量身定制。它利用芝加哥城市数据作为实际案例研究，为城市数据分析提供实践经验和相关示例。
This tutorial is designed as an introductory journey into Python programming, specifically tailored for those starting from scratch. It leverages Chicago city data as a practical case study, providing hands-on experience and relevant examples for urban data analysis. (2024-02-29, Jupyter Notebook, 0KB, 下载0次)
我在这个链接上使用Dibimbing.id中的Pokemon数据集：https:bit.ly data Pokemon dsf。分析结果包括数据可视化和使用Python编程语言实现用于分类传奇神奇宝贝的K-Nearest Neighbors（KNN）。
I m using Pokemon dataset from Dibimbing.id on this link : https: bit.ly data-pokemon-dsf. The analysis results include data visualizations and the implementation of K-Nearest Neighbors (KNN) for classifying Legendary Pokemon using the Python programming language. (2024-02-29, Jupyter Notebook, 0KB, 下载0次)
Python是一种通用的高级编程语言，以简单性和可读性而闻名。广泛用于网络开发、数据分析、人工智能和科学计算。提供丰富的库和框架生态系统。
Python is a Versatile, high-level programming language known for simplicity and readability. Widely used in web development, data analysis, AI, and scientific computing. Offers a rich ecosystem of libraries and frameworks. (2024-02-07, Jupyter Notebook, 0KB, 下载0次)
德黑兰大学（University of Tehran）提供了一系列充分、实用和切中要害的速成课程，主要面向之前没有编程背景的经济学学生。
A series of sufficient, practical, and to the point crash courses offered at the University of Tehran, mostly for Economics students with no prior programming background. (2024-01-26, Jupyter Notebook, 0KB, 下载0次)
该存储库是为Alzahra大学的学生设计的，作为对Pandas的全面介绍，Pandas是Python中强大的数据操作和分析库。无论您是编程新手还是试图提高您的数据技能，本资源旨在使学习Pandas变得容易和有趣。
This repository is designed for students at the University of Alzahra as a comprehensive introduction to Pandas, a powerful data manipulation and analysis library in Python. Whether you are new to programming or seeking to enhance your data skills, this resource aims to make learning Pandas accessible and engaging. (2023-12-20, Jupyter Notebook, 0KB, 下载0次)
该存储库包含我自2017年以来参加的大多数编程课程。包括但不限于我在大学或网上学习的课程。
This repository consists of most of the programming course I have taken since 2017. Including but not limited to the courses I have taken in university or online. (2023-08-15, Jupyter Notebook, 0KB, 下载0次)
该存储库包含为非洲数据科学（DSA）2023基加利暑期学校准备的Jupyter笔记本，旨在评估参与者在Python编程、数据科学和机器学习方面的基本技能。笔记本包括各种练习，参与者完成并提交这些练习，作为暑期学校注册的一部分。
This repository contains a Jupyter notebook prepared for the Data Science Africa (DSA) 2023 Kigali Summer School, aimed at assessing participants base skills in Python programming, Data Science, and Machine Learning. The notebook includes various exercises, which participants complete and submit as part of their registration for the summer school. (2023-05-02, Jupyter Notebook, 0KB, 下载0次)
拥有Python的机器学习科学家，掌握获得机器学习科学家工作的基本技能！您将增强您的Python编程技巧...
Master the essential skills to land a job as a machine learning scientist! You ll augment your Python programming skill set with the toolbox to perform supervised, unsupervised, and deep learning. You ll learn how to process data for features, train your models, assess performance, and tune parameters for better performance. In the process, you ... (2020-05-02, Jupyter Notebook, 7195KB, 下载0次)
学习深度神经网络的Keras，使用Keras和P以数学和编程友好的方法学习、理解和实现深度神经网络...
Learn, understand, and implement deep neural networks in a math- and programming-friendly approach using Keras and Python. The book focuses on an end-to-end approach to developing supervised learning algorithms in regression and classification with practical business-centric use-cases implemented in Keras. The overall book comprises three (2018-10-24, Jupyter Notebook, 275KB, 下载0次)
概率编程，）*“PyMC3是一个用于贝叶斯统计建模和概率机器学习的Python包，专注于...
A collection of [Microsoft Azure Notebooks](<https://notebooks.azure.com/>) ([Jupyter notebooks](<http://jupyter.org/>) hosted on [Azure](<https://azure.microsoft.com/>)) providing demonstrations of [probabilistic programming](<https://www.oreilly.com/ideas/probabilistic- programming>) using the following frameworks: \\* [Infer.NET]([http://infernet.azurew...](http://infernet.azurewebsites.net/) (2021-07-20, Jupyter Notebook, 12035KB, 下载0次)
Python基础课程，该课程包括Python的所有基本概念。Python编程语言是最流行的程序之一...
The Course includes all the basic concepts of Python. Python Programming Language is one of the most trending programming languages in the world currently due to it s large applications in different domains and technologies. Python is the first choice for Data Science, Machine Learning, Deep Learning, Computer Vision, Block chain etc., (2020-04-12, Jupyter Notebook, 38KB, 下载0次)
用于分析宏观经济学现象的多变量时间序列的计量经济学向量自回归模型（VAR）。这里介绍了基于Python Jupyter笔记本电脑的模型，尽管也可以使用其他包，如R Studio的R统计编程语言。
An econometrics vector autoregression model (VAR) for analysis of multivariate
time series of macroeconomics phenomena. Python Jupyter notebook based model
is presented here although other packages like R statistical programming
language with R Studio could also be used.
, (2021-07-02, Jupyter Notebook, 263KB, 下载0次)
本课程旨在掌握python编程、逻辑构建、解决基于算法的问题、数据结构、理解数据分析、与熊猫合作、专业实践和API构建。
This course is designed to get a good grip on python programming, logic
building, solving algorithm-based questions, data structures, understanding of
data analytics, working with pandas, professional practices, and API building.
, (2023-02-18, Jupyter Notebook, 37273KB, 下载0次)
Matplotlib是Python编程语言及其数值数学扩展NumPy的绘图库。它提供了一个面向对象的API，用于使用Tkinter、wxPython、Qt或GTK+等通用GUI工具包将绘图嵌入到应用程序中。还有一个基于状态机的程序“pylab”接口（如OpenGL），d...
Matplotlib is a plotting library for the Python programming language and its numerical mathematics extension NumPy. It provides an object-oriented API for embedding plots into applications using general-purpose GUI toolkits like Tkinter, wxPython, Qt, or GTK+. There is also a procedural "pylab" interface based on a state machine (like OpenGL), (2020-03-30, Jupyter Notebook, 2890KB, 下载2次)
Matplotlib是Python编程语言及其数值数学扩展NumPy的绘图库。它提供了一个面向对象的API，用于使用Tkinter、wxPython、Qt或GTK+等通用GUI工具包将绘图嵌入到应用程序中。还有一个基于状态机的程序性“pylab”接口，设计用于clo...
Matplotlib is a plotting library for the Python programming language and its numerical mathematics extension NumPy. It provides an object-oriented API for embedding plots into applications using general-purpose GUI toolkits like Tkinter, wxPython, Qt, or GTK+. There is also a procedural "pylab" interface based on a state machine, designed to (2020-04-29, Jupyter Notebook, 4806KB, 下载5次)
在本课程中，具有不同编程经验的教师将概述可用于Python的最相关的软件包和工具，并学习如何将其应用于教学和研究。
In this course, teachers with different experiences in programming get an
overview of the most relevant packages and tools available for Python, and
learn how they can be applied in teaching and research.
, (2020-08-16, Jupyter Notebook, 75622KB, 下载0次)