The Ultimate Hands-On Python and Data Science Masterclass

掌握 Python 3 和数据科学。开发真实世界的 Python 3 和数据科学应用程序

您将学到什么
开发基于 Python 的应用
程序 使用 Python 开发营销应用程序 使用 Python 挖掘
twitter 数据以掌握人们对趋势问题的看法 使用 Python
开发自然语言处理 (NLP) 应用程序以处理日常语言
使用 Python 创建机器学习应用程序以制作您的计算机智能并自动执行无聊的任务
使用 Python 创建深度学习应用程序，将人工智能添加到您的机器学习模型并创建更智能的模型
使用 IBM Watson 解锁庞大的非结构化数据世界，并使用 Python 创建您自己的语言翻译应用程序
在关系数据库和 Python 的帮助下创建大数据应用程序清晰简洁的语法
使用数据科学预测业务预测和商业智能
自动化日常任务并节省时间

要求
无需编程经验。您将了解您需要知道的一切
安装了 Windows 或 Mac 或 Linux 或 ChromeOS 操作系统的计算机

描述
亲爱的学习者，

学习 Python 编程是一项跨行业的需求技能，并通过多种职业选择提供出色的收入潜力。

根据 Indeed 的数据，Python 是收入第二高的计算机语言。

我专门为您设计了“终极实践 Python 和数据科学 – 学习 Python 3”，以掌握成为成熟的 Python 和数据科学开发人员所需的所有技能。

Python 是一种高级、解释性和通用的动态编程语言，专注于代码的可读性。

在 Python 编程语言的帮助下，您将能够

使用 Python 开发基于数据科学的应用程序

进行科学和数学计算

开发 Python Web 应用程序

开发金融和交易应用程序

执行系统自动化和管理

使用 Python 创建计算机图形

使用 Python 开发游戏

使用 Python 执行安全和渗透测试

执行通用和特定于应用程序的脚本

使用 Python 开发跨平台应用程序

提供销售和营销解决方案

解释复杂数据

促进决策过程

这是您将在本课程中学习的内容

Python 编程基础

自然语言处理 (NLP)

推特数据挖掘

IBM Watson 和认知编程

机器学习

深度学习

大数据和关系数据库

数据科学

Python 编程语言特性

易于阅读、学习和写作。Python 是一种高级编程语言，具有类似英语的语法

提高生产力

解释语言。

动态类型

免费和开源

庞大的图书馆支持

可移植性

速度慢

Python 编程可帮助您自动执行业务和营销任务，并帮助您做出有效决策以提高生产力。

本课程面向
没有编程经验但对创建自己的 Python 和数据科学应用程序
感到好奇的人 对创建数据科学应用程序感到好奇的初学者 Python 开发人员
对自然语言处理 (NLP) 感到好奇并想要开发自己的应用程序的人使用 Python 进行NLP 应用程序 对
使用机器学习和使用 Python 进行深度学习使计算机变得智能
感到好奇的人 对从 Twitter 挖掘宝贵数据并使用 Python 创建自己的营销应用程序
感到好奇的人 对认知编程感兴趣并想要创建的人利用非结构化数据的智能应用程序

Published 05/2022
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 466 lectures (26h 38m) | Size: 8.9 GB

Masters Python 3 and Data Science. Develop Real World Python 3 and Data Science Applications

What you’ll learn
Develop python based applications
Develop marketing applications with Python
Mine twitter data with Python to get grasp of people’s opinion on trending matters
Develop Natural Language Processing (NLP) applications with Python to process everyday language
Create Machine Learning applications with Python to make your computer smart and automate the boring tasks
Create Deep Learning applications with Python to add Artificial Intelligence to your machine learning models and create even smarter models
Use IBM Watson to unlock the vast world of unstructured data and create your own language translator applications with Python
Create Big Data applications with the help of the Relational Databases and Python clear and concise syntax
Use Data Science to predict business predictions and business intelligence
Automate everyday tasks and save time

Requirements
No programming experience needed. You will learn everything you need to know
A computer with Windows or Mac or Linux or ChromeOS operating systems installed

Description
Dear learner,

Learning Python programming is an in-demand skill across industries and offers excellent earning potential with a wide variety of career choices.

Python is the second-highest paid computer language, according to Indeed.

I’ve designed “The Ultimate Hands-On Python and Data Science – Learn Python 3” specifically for you to master all skills necessary to become a full-fledged Python and Data Science developer.

Python is a high-level, interpreted, and general-purpose dynamic programming language that focuses on code readability.

With the help of the Python programming language, you’ll be able to

Develop Data science-based apps with Python

Perform scientific and mathematical computing

Develop Python Web apps

Develop Financial and Trading apps

Perform system automation and administration

Create Computer graphics with Python

Develop games with Python

Perform security and penetration testing with Python

Perform General and application-specific scripting

Develop cross-platform applications with Python

Provide Sales and Marketing solutions

Interpret complex data

Facilitate the decision-making process

Here is what you’re going to learn in this course

Python programming fundamentals

Natural Language Processing (NLP)

Twitter Data Mining

IBM Watson and Cognitive Programming

Machine Learning

Deep Learning

Big data and relational databases

Data Science

Python programming language features

Easy to Read, Learn and Write. Python is a high-level programming language that has an English-like syntax

Improved Productivity

Interpreted Language.

Dynamically Typed

Free and Open-Source

Vast Libraries Support

Portability

Slow Speed

Python programming helps you automate your business and marketing tasks and helps you make effective decisions to increase your productivity.

Who this course is for
People with no programming experience who are curious about creating their own Python & Data Science applications
Beginner Python developers who are curious about creating Data Science applications
People who are curious about Natural Language Processing (NLP) and want to develop their own NLP applications with Python
People who are curious about making their computers smart using Machine Learning & Deep Learning with Python
People who are curious about mining precious data from twitter and create their own marketing applications with Python
People who are curious about cognitive programming and want to create smart applications by taking advantage of unstructured data