Data

PluralSight – Preparing Data For Machine Learning

PluralSight – Preparing Data For Machine Learning-REBAR
English | Size: 370.10 MB
Category: Tutorial


However well designed and well implemented a machine learning model is, if the data fed in is poorly engineered, the model’s predictions will be disappointing.

Lynda – Data Ethics Making Data Driven Decisions

Lynda – Data Ethics Making Data Driven Decisions-APoLLo
English | Size: 1.23 GB
Category: Tutorial


Most companies have complex computer algorithms deciding who gets a bank loan, job interview, or health insurance. Do you have an ethical obligation to explain the decision-making back to your customer? How do you design systems that are free of gender or racial bias? These systems will define your organization. Yet many of these decisions aren’t happening in the boardroom. Instead they’re made in much smaller meetings with people just like you-project managers, business analysts, directors, and software developers. This course gives you the skills you need to make the best decisions. Instructor Doug Rose helps you consider the duties you have to your customer, think about the consequences of your algorithms’ decisions, and acting virtuously when wrestling with key data ethics challenges.

Skillshare – Python Beginners Guide To The Data Analysis Galaxy Volume 1

Skillshare – Python Beginners Guide To The Data Analysis Galaxy Volume 1-ViGOROUS
English | Size: 702.88 MB
Category: Tutorial


Exercise files are available in Introduction
So, why Python? Well, Python is great for beginners because it has a simple syntax. Therefore, you will be quick to write programmes, make meaningful analysis and start having some fun.

Cloud Academy – Configuring Azure Application and Data Security

Cloud Academy – Configuring Azure Application and Data Security-STM
English | Size: 981.27 MB
Category: Tutorial


Microsoft Azure offers a wide range of options to secure and protect your data, regardless of the format Whether you’re dealing with documents, SQL databases or big data, there are multiple solutions ranging from authentication to virtual networks

Lynda – Future Proofing Your Data Science Career

Lynda – Future Proofing Your Data Science Career-APoLLo
English | Size: 485.20 MB
Category: Science


Data science is growing-and changing. Some practitioners are apprehensive about what the future holds. Will businesses lose interest in big data? Are there enough of the jobs of tomorrow for the people employed today? What will we do with our training and expertise? The truth is the opportunities for data scientists are only increasing, providing new ways for you to contribute and to lead innovative transformations. This course provides a deeper understanding of the history of data science as well as specific, tactical tools that will enable you to identify where the next opportunities in this burgeoning field will be. Instructor Christopher Bishop, an expert in career transformation, gives you the practical advice and tools you need to help you find your next data science job-and the one after that.