پیشنهاد فرادرس

آموزش زبان پایتون در 3 ساعت

دسته بندی ها: آموزش پایتون (Python) ، آموزش های Packtpub

فرض کنید شما یک برنامه نویس هستید و از قبل با زبان های بسیاری آشنایی دارید، اما از پایتون چیزی نمی دانید. در این دوره 3 ساعته با صفر تا صد زبان پایتون در کوتاه ترین زمان آشنا می شوید تا بتوانید در آینده این مهارت را به رزومه کاری خود اضافه کنید.

سرفصل:

  • معرفی دوره
  • معرفی Python IDE – WinPython
  • توسعه پایتون
  • استفاده از توابع، Lambdas و List Comprehensions
  • مدیریت بسته ها و دانلود جدید در پایتون
  • دانلود pip برای نصب بسته های جدید
  • ایجاد اپلیکیشن های پایتون با کلاس ها و ماژول ها
  • نصب و استفاده از pipenv برای مدیریت پروژه های شما
  • برنامه نویسی شی گرا
  • Web Scraping و داده کاوی با پایتون
  • علم داده و یادگیری ماشینی با پایتون
  • مدیریت مجموعه داده های بزرگ خود با NumPy و pandas
  • پایتون هوشمندانه تر با استفاده از Scikit-Learn یادگیری ماشینی
  • داده ها در نمودارها و گراف ها با matplotlib
  • وب سایت ها و اپلیکیشن وب با استفاده از پایتون
  • سفارشی کردن وب سایت استاتیک شما با قالب های Jinja2
  • استقرار وب سرور با Flask
  • و غیره
به این نوشته امتیاز دهید 1 2 3 4 5 بدون امتیاز
Learn Python in 3 Hours [Video] Publisher:Packtpub Author:Rudy Lai Duration:2 hours and 36 minutes

App development, data science, automation, web scraping or computer vision—Make the switch to Python quickly
You are a programmer. You already know many languages, but Python isn't one of them. Today, you need to get up-to-speed with Python in a short period of time, but your search has so far come up with disconnected, unrelated tutorials or guides.
Learn Python in 3 hours is a fast-paced, action-packed course that maximizes your time; it's designed from the ground up to bring you from zero to hero in the shortest time. The course is based on many years of Python development experience in both large enterprises and nimble startups. In particular, the course's hands-on and practical approach comes from the author's experience in rapidly iterating and shipping products in a startup setting, where responsiveness and speed are key.
With Learn Python in 3 hours, you will be up-and-running with Python like you are with your other languages, proving your value and expertise to your team today, and building your CV and skillset for tomorrow.
Style and Approach
The course is full of hands-on instructions, interesting and illustrative visualizations, and clear explanations from an entrepreneur building his product in pure Python. It is packed with useful tips and relevant advice learned from shipping real, commercial products. Throughout the course, we maintain a focus on practicality and getting things done, not fancy programming concepts and theory.
Released: Friday, June 15, 2018
First Steps in Python Development
The Course Overview
Introducing Your One-Stop-Shop Python IDE – WinPython
Writing Your First Hello World! Program in Python
Using Functions, Lambdas, and List Comprehensions
Managing Packages and Downloading New Ones in Python
Downloading pip So That You Can Install New Packages
Structuring Your Python Application with Classes and Modules
Installing and Using pipenv to Manage Your Projects
Learning Specific Python Coding Patterns
Object-Oriented Programming, the Pythonic Way
Help Your Functions Do More Using Decorators
Wrap Up All Dynamic Resources with Context Managers
Web Scraping and Data Mining with Python
Create Your Own Crawlers with Scrapy
Go Through News Articles with newspaper3k
Digest RSS Feeds Using Feedparser
Data Science and Machine Learning with Python
Handle Your Big Datasets with NumPy and pandas
Make Python Smarter with Machine Learning Using scikit-learn
Visualizing Data in Charts and Graphs with matplotlib
Websites and Web Applications Using Python
Generate a Static Website with Markdown and Pelican
Customizing Your Static Website with Jinja2 Templates
Deploying Your First Web Server with Flask

پیشنهاد فرادرس

لینک های دانلود حجم فایل: 324.0MB Packtpub Learn Python in 3 Hours [Video]_git.ir.rar