Lynda – Introduction to Python Recommendation Systems for Machine Learning

Lynda – Introduction to Python Recommendation Systems for Machine Learning
English | Size: 177.73 MB
Category: CBTs

Discover how to use Python-and some essential machine learning concepts-to build programs that can make recommendations. In this hands-on course, Lillian Pierson, P.E. covers the different types of recommendation systems out there, and shows how to build each one. She helps you learn the concepts behind how recommendation systems work by taking you through a series of examples and exercises. Once you’re familiar with the underlying concepts, Lillian explains how to apply statistical and machine learning methods to construct your own recommenders. She demonstrates how to build a popularity-based recommender using the Pandas library, how to recommend similar items based on correlation, and how to deploy various machine learning algorithms to make recommendations. At the end of the course, she shows how to evaluate which recommender performed the best. [Read more…]

Lynda – Data Science Foundations – Python Scientific Stack

Lynda – Data Science Foundations – Python Scientific Stack
English | Size: 557.95 MB
Category: CBTs

Data science provides organizations with striking-and highly valuable-insights into human behavior. While data mining can seem a bit daunting, you don’t need to be a highly-skilled programmer to process your own data. In this hands-on course, learn how to use the Python scientific stack to complete common data science tasks. Miki Tebeka covers the tools and concepts you need to effectively process data with the Python scientific stack, including Pandas for data crunching, matplotlib for data visualization, NumPy for numeric computation, and more.
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Udemy – Web Scraping with Python Ruby And import.io

Udemy – Web Scraping with Python Ruby And import.io
English | Size: 986.29 MB
Category: CBTs

What Will I Learn?

Scrape a variety of websites
Scrape websites with Ruby
Scrape websites with Python
Scrape websites with Import. io
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O’Reilly – What are f-strings in Python and how can I use them

O’Reilly – What are f-strings in Python and how can I use them
English | Size: 30.58 MB
Category: CBTs

In Python 3.6, a new method of formatting strings was introduced – f-strings. In this video, Aaron Maxwell covers what f-strings are and how you can work with them for common string formatting tasks.

Aaron takes you through progressively more complex examples of using f-strings to output your text. For developers working with Python 3.6 and higher, or planning to in the future, it is crucial to understand how f-strings compare to percent formatting and the str.format() method. [Read more…]

Lynda – Learning Paths – Become a Python Developer

Lynda – Learning Paths – Become a Python Developer
English | Size: 3.43 GB
Category: CBTs

Python is the hot new language used for a variety of applications: program scripting, big data manipulation, web servers, and even the Raspberry Pi. Whether you are a new or experienced programmer, this path will provide you with a complete overview for coding in this exciting new language.
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Data Science Deep Learning in Python

Data Science Deep Learning in Python
English | Size: 722.7 MB
Category: Programming | Cloud-Comp | E-learning | others

A guide for writing your own neural network in Python and Numpy, and how to do it in Google’s TensorFlow.
This course will get you started in building your FIRST artificial neural network using deep learning techniques. Following my previous course on logistic regression, we take this basic building block, and build full-on non-linear neural networks right out of the gate using Python and Numpy. All the materials for this course are FREE. [Read more…]

Complete Python Web Course Build 8 Python Web Apps

Complete Python Web Course Build 8 Python Web Apps
English | Size: 1.39 GB
Category: CBTs

The Complete Python Web Developer Course will lead you down a path of understanding and skill that may well, with work and patience, result in an income boost or a career change.
It is a one-stop-shop covering everything you need to start having ideas and creating Python web applications that engage visitors and provide them with value. In addition, I’ll always be available to help you further your learning and explore more avenues for success.
What do you have to do?
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Udemy – Python Programming for real life Networking use get 5 Apps

Udemy – Python Programming for real life Networking use get 5 Apps
English | Size: 1.31 GB
Category: Programming

*** Why would you take this course? ***
Do you want to become a Python Developer without having to spend a lot of money on books and boring theoretical courses?
Are you a network professional who wants to start automating network tasks using Python?
Or maybe you’re seeking a raise or even a career change?
Join thousands of successful students who have decided to learn Python, upgrade their networking skills and boost their careers using this 100% hands-on course! [Read more…]

Python for Beginners 2017

Python for Beginners 2017
English | Size: 6.75 GB
Category: CBTs

Few programming languages provide you with the flexibility and pure power of Python.If you’re becoming a professional developer, or are early in your development career, adding the Python skill set isn’t just a resume embellishment– It’s an empowering language that will allow you to write procedural code in many types of environments and for many uses.Python is commonly used for server side programming for complex web applications or as a middle tier language providing web services or a communication layer with larger ecommerce systems. That being said, it’s also a great language for beginners. The clear syntax makes it very easy to learn, and the powerful libraries make all types of programming possible. There are libraries for everything from games and graphics to complex mathematics to network and embedded programming. [Read more…]

Packt Publishing – Learning Path – Python – Machine and Deep Learning with Python

Packt Publishing – Learning Path – Python – Machine and Deep Learning with Python
English | Size: 3.00 GB
Category: CBTs

Do you want to explore the various arenas of machine learning and deep learning by creating insightful and interesting projects? If yes, then this Learning Path is ideal for you!
Machine learning and deep learning gives you unimaginably powerful insights into data. Both of these fields are increasingly pervasive in the modern data-driven world. [Read more…]

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