Pay What You Want: The Machine Learning in Python Certification Bundle

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35 Hours

$1.00$629.94

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28 Lessons (3h)

You, This Course and Us
You, This Course and Us1:56
Source Code
Getting Set Up
Install Anaconda2:21
Introducing Python
Saying Hello World in Python5:23
The If-Else Statement10:32
For Loops9:45
Data Structures
Lists: An Introduction8:46
Lists: Manipulating Lists with Slicing9:58
Dictionaries: Storing Key-Value Pairs6:05
Dictionaries: The setdefault Method, Dictionary of Dictionaries6:40
Sets and Tuples4:36
Define your own Functions, Modules and Classes
Functions9:49
Modules: Wrap your Functions into a Module9:05
Classes: The init Method and Class Variables7:54
Classes: Enhancing our Class with Decorators and Operator Overloading7:57
Getting Real - Writing a Web App
Build a Simple Web App using the Flask Web Framework5:13
Extending our Web App to use Web Templates5:56
Integrating our Web App with our Custom Module6:57
Common Programming Tasks
Parsing JSON Data7:18
Files and Exception Handling10:46
Regular Expressions8:33
Iterators8:30
Popular Python Libraries
Web Scraping with BeautifulSoup3:57
Pandas: An Introduction to Data Analysis7:03
Pandas: Transforming JSON Data into a Pandas Data Frame4:13
Logging
Log File: Logging Requests on our Web App to a file4:37
Databases: Setting up MariaDB to Store Log Data6:31
Databases: Logging Requests on our Web App to MariaDB5:30
Using the With Keyword to Manage our Database Connection10:12

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Loonycorn

Instructor

Loonycorn is comprised of a couple of individuals —Janani Ravi and Vitthal Srinivasan—who have honed their tech expertise at Google and Stanford. The team believes it has distilled the instruction of complicated tech concepts into funny, practical, engaging courses, and is excited to be sharing its content with eager students.

Description

Your programming toolbox wouldn't be complete without Python. Whether you're looking to work in data analysis, machine learning, or web development, this course walks you through using Python to solve a myriad of programming problems. You'll dive into Python loops, data structures, functions, and more to help you perform basic programming tasks and confidently apply those skills to real-world scenarios. Upon completion of this course, and all courses included in the bundle, you'll also receive a certification of completion validating your new skills! This is especially useful for including in your portfolio or resume, so future employers can feel confident in your skill set.

Access 28 lectures & 3 hours of content 24/7
Get started w/ zero Python experience
Enhance your understanding of loops, data structures, functions & classes
Explore popular Python libraries & Web scraping
Discover what it takes to write a real Python app
Includes a certification of completion

Specs

Important Details

Length of time users can access this course: lifetime
Access options: web
Certification of completion not included
Redemption deadline: redeem your code within 30 days of purchase
Experience level required: basic

Terms

Unredeemed licenses can be returned for store credit within 30 days of purchase. Once your license is redeemed, all sales are final.

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