LYNDA LEARNING DATA ANALYTICS EXPANDED EDITION TUTORIAL

LYNDA LEARNING DATA ANALYTICS EXPANDED EDITION TUTORIAL
English | Size: 306.63 MB
Category: CBTs

Every person who works with data has to perform analytics at some point. This popular training course?dramatically expanded and enhanced for 2018?teaches analysts and
non-analysts alike the basics of data analytics and reporting. Robin Hunt defines what data analytics is and what data analysts do. She then shows how to identify your
data set?including the data you don’t have?and interpret and summarize data. She also shows how to perform specialized tasks such as creating workflow diagrams cleaning data, and joining data sets for reporting Coverage continues with best practices for data analytics projects, such as verifying data and conducting effective meetings, and common mistakes to avoid. [Read more…]

Data Science Supervised Machine Learning in Python

Data Science Supervised Machine Learning in Python
English | Size: 464.44 MB
Category: Programming | E-learning

What Will I Learn?
Understand and implement K-Nearest Neighbors in Python
Understand the limitations of KNN
User KNN to solve several binary and multiclass classification problems
Understand and implement Naive Bayes and General Bayes Classifiers in Python
Understand the limitations of Bayes Classifiers
[Read more…]

O’Reilly – Learning Path Python for Data

O’Reilly – Learning Path: Python for Data
English | Size: 8.03 GB
Category: Misc E-Learning

This is a collection of courses or a "Learning Path" from O’Reilly’s "Safari Books Online". Please note this is NOT the same as the Python for Data Analytics path.

This takes you from a introductory level to having a fairly in-depth knowledge of Python. A lot of the stuff in the second two videos goes over Algorithms, Time Complexities ( i.e. O(N) stuff ) and does it more clearly than anything else I’ve found. It’s a real gem if you are looking to get on at Google / Amazon etc.. or just want to improve your understanding of the more complex end of Python. [Read more…]

Livelessons – Pandas Data Cleaning and Modeling with Python

Livelessons – Pandas Data Cleaning and Modeling with Python
English | Size: 1.63 GB
Category: CBTS

In Pandas Data Cleaning and Modeling with Python LiveLessons, Daniel Y. Chen builds upon the foundation he built in Pandas Data Analysis with Python Fundamentals LiveLessons. In this LiveLesson Dan teaches you the techniques and skills you need to know to be able to clean and process your data. Dan shows you how to do data munging using some of the built-in Python libraries that can be used to clean data loaded into Pandas. Once your data is clean you are going to want to analyze it, so next Dan introduces you to other libraries that are used for model fitting. [Read more…]

Udemy – gcp-data-engineer-and-cloud-architect

Udemy – gcp-data-engineer-and-cloud-architect
English | Size: 2.45 GB
Category: TUtorial

The Google Cloud for ML with TensorFlow, Big Data with Managed Hadoop
Best Seller

Created by Loony Corn
Last updated 12/2017

What Will I Learn?
• Deploy Managed Hadoop apps on the Google Cloud
• Build deep learning models on the cloud using TensorFlow
• Make informed decisions about Containers, VMs and AppEngine
• Use big data technologies such as BigTable, Dataflow, Apache Beam and Pub/Sub
[Read more…]

Lynda – Technology and Data Careers in Government

Lynda – Technology and Data Careers in Government
English | Size: 462.94 MB
Category: Tutorial

Today, some of the most exciting, meaningful, impactful, and in-demand IT careers are in helping to make cities work well. Technology is now at the center of urban life, and cities all over the world need a lot of talent to address the challenges of the 21st century. This course is designed to help you determine a path to success in an IT career in city government. [Read more…]

Packt Publishing – Python Data Visualization with Matplotlib 2.x

Packt Publishing – Python Data Visualization with Matplotlib 2.x
English | Size: 1.22 GB
Category: CBTs

Big data analytics are driving innovations in scientific research, digital marketing, policy-making and much more. Matplotlib offers simple but powerful plotting interface, versatile plot types and robust customization.Matplotlib 2.x By Example illustrates the methods and applications of various plot types through real world examples.
[Read more…]

Lynda – Amazon Web Services – Storage and Data Management

Lynda – Amazon Web Services – Storage and Data Management
English | Size: 616.87 MB
Category: Tutorial

Amazon Web Services offers solutions that are ideal for managing data on a sliding scale-from small businesses to big data applications. This course teaches system administrators the intermediate-level skills they need to successfully manage data in the cloud with AWS: configuring storage, creating backups, enforcing compliance requirements, and managing the disaster recovery process. The training can also be used as preparation for the Data Management domain within the AWS Certified SysOps Administrator exam.
[Read more…]

Eben Pagan – Using Data to Drive the Ultimate Event Experience

Eben Pagan – Using Data to Drive the Ultimate Event Experience
English | Size: 177.79 MB
Category: Author: Eben Pagan

Eben Pagan has sold more than 100 million dollars of online products. During the dot com boom Eben launched a digital marketing business that began with one ebook and transformed into a multi-million dollar a year virtual business employing 75 people around the world. Widely regarded as a marketing guru, Eben has devoted his life to coaching millions of entrepreneurs to grow business of their own. He has thrown hudnreds of conference, thousands fo seminars, and has shared the stage with Tony Robbins and Sir Richard Branson. As a seed investor, Eben also wrote the first check into Splash, to launch the business in 2012. [Read more…]

Lynda – Understanding & Prioritizing Data Privacy

Lynda – Understanding & Prioritizing Data Privacy
English | Size: 559.15 MB
Category: Tutorial

Get an introduction to the basics of data privacy: what it is, why it matters, and who it impacts, from consumers and private citizens to policymakers and C-suite business leaders. Michelle Dennedy, one of the data privacy community’s strongest advocates, uses straight talk and engrossing stories and scenarios to illustrate why data privacy is becoming one of the most critical technology issues in our world today. Find out how organizations can build more robust systems, and extract maximum value from the data we do have access to. Explore what happens when data gets into the wrong hands, and learn what we need to know in order to protect ourselves in the face of a data-driven future. [Read more…]