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所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-data-science-and-machine-learning/
课程评论：没有评论
《Python for Data Science and Machine Learning Masterclass》是一门面向初学者的课程，旨在为学员提供数据科学和机器学习领域的职业准备。课程无需任何编程基础，将从Python基础语法开始，逐步深入到数据分析、数据可视化以及机器学习的实践应用。 课程特色： * **全Python教学：** 学习Python作为数据科学中最流行的语言，掌握其核心概念，包括环境设置、变量、循环、条件语句等。 * **强调实践：** 通过大量实例和实际数据集进行教学，让学员在动手实践中学习，避免枯燥的理论讲解。 * **全面技能覆盖：** 涵盖数据管理、数据分析、数据可视化等关键技能，并提供机器学习的导论。 * **实用工具运用：** 熟悉并使用Pandas, NumPy, Matplotlib, Seaborn, Folium, Scipy, Scikit-learn等流行的Python工具包和库。 * **项目驱动：** 通过一个涉及真实商业问题的Capstone项目，巩固所学知识并展示实际应用能力。 * **专家指导与免费工具：** 由行业专家授课，提供Jupyter Notebook on IBM Cloud等免费工具的访问权限。 通过本课程的学习，学员将建立坚实的Python编程和数据科学知识基础，为开启数据科学和机器学习相关的职业生涯做好准备。
Data is at the heart of our digital economy and data science has been ranked as the hottest profession of the 21st century. Whether you are new to the job market or already in the workforce and looking to upskill yourself, this five course Data Science with Python Professional Certificate program is aimed at preparing you for a career in data science and machine learning. No prior computer programming experience required!You will start by learning Python, the most popular language for data science. You will then develop skills for data analysis and data visualization and also get a practical introduction in machine learning. Finally, you will apply and demonstrate your knowledge of data science and machine learning with a capstone project involving a real life business problem.This program is taught by experts and focused on hands-on learning and job readiness. As such you will work with real datasets and will be given no-charge access to tools like Jupyter notebooks in the IBM Cloud. You will utilize popular Python toolkits and libraries such as pandas, numpy, matplotlib, seaborn, folium, scipy, scikitlearn, and more.Start developing data and analytical skills today and launch your career in data science!This course is highly practical but it won't neglect the theory. we'll start with python basics, and then understand the complete concept of environment , variables , loops , conditions and more advance concept of python programming and machine learning and we install the needed software (on Windows, Linux and Mac OS X), then we'll dive and start python programming straight away. From here onward you'll learn everything by example, by analyzing and practicing different concepts such as operator, operand, conditional statements, looping ,data management.etc, so we'll never have any boring dry theoretical lectures.The course is divided into a number of sections, each section covers a complete python programming field and complete machine learning field, in each of these sections you'll first learn basic python, and how to practically apply the concept of python on your lab, not only that but you'll also learn how to apply python for data science and machine learning. By the end of the course you will have a strong foundation in most python programming and machine learning fields.
