https://www.linkedin.com/learning/data-science-foundations-data-mining-in-python

 
Data mining is the area of data science that focuses on finding actionable patterns in large and diverse datasets: clusters of similar customers, trends over time that can only be spotted after disentangling seasonal and random effects, and new methods for predicting important outcomes. In this course, instructor Barton Poulson introduces you to data mining that uses the programming language Python. Barton goes over some preliminaries, such as the tools you may use for data mining. He discusses aspects of dimensionality reduction, then explains clustering, including hierarchical clustering, k-Means, DBSCAN, and more. Barton covers classification, including kNN and decision trees. He goes into association analysis and introduces you to Apriori, Eclat, and FP-Growth. Barton steps you through a time-series decomposition, then concludes with sentiment scoring and other text mining tools.

Display your next stationery project in most professional way with our Computer Device Mockups. Files are properly prepared in Photoshop so you can nice and easily add your design via Smart Object Layers. Different scenes and format allow you to choose which mockup at the moment is best for your expectations. All files are in Hi-Res (300 DPI) which give you opportunity to crop it and present your work. Just have fun doing your next job!

Key features:

• Editing via Smart Object Layer
• Light and shadow intensity change
• 300 DPI high resolution

Your purchase:

• 10 PSD Mockup Scenes
• 10 JPG files in high resolution
• PDF help documentation

Mighty is Modern Luxury Unique Serif Font is a well-balanced contemporary font with a fancy, unique, and versatile Luxury serif, font that you can combine to get any variations and unique shapes easily just in seconds with choose alternates of them. It is a serif display font with moderate contrast that perfect for branding projects, logo, wedding designs, social media posts, advertisements, product packaging, product designs, label, photography, watermark, invitation, stationery, and any projects, it makes with a high level of legibility.

What's Included:

• Mighty font (OTF/TTF/WOFF/WOFF2)
• Character set A-Z
• Numerals & Punctuation
• Accented Characters (West Europe)
• Works on PC & Mac

 Introducing Visual Studio

In this course, instructors Kendra Havens and Scott Hanselman introduce you to installing, setting up, and using Visual Studio. First, they offer a quick look at the best features Visual Studio has to offer. Next, they walk you through installing a free copy of Visual Studio on your machine to create your first C# app, compile the app, and debug it. They give you a whirlwind tour of .NET features that developers love. They conclude by showing you the lively open-source communities that .NET and Visual Studio have, ranging from in-person meetups to live streams to conferences.This course was created by Microsoft.NET. We are pleased to host this training in our library.