Pluralsight – Introduction to Data Visualization with Python

Pluralsight – Introduction to Data Visualization with Python
English | Size: 219.53 MB
Category: CBTs

At the core of data science and data analytics is a thorough knowledge of data visualization. In this course, Introduction to Data Visualization with Python, you’ll learn how to use several essential data visualization techniques to answer real-world questions. First, you’ll explore techniques including scatter plots. Next, you’ll discover line charts and time series. Finally, you’ll learn what to do when your data is too big. When you’re finished with this course, you’ll have a foundational knowledge of data visualization that will help you as you move forward to analyze your own data. [Read more…]

Pluralsight – Introduction to Data Visualization with Python

Pluralsight – Introduction to Data Visualization with Python
English | Size: 219.53 MB
Category: CBTs

At the core of data science and data analytics is a thorough knowledge of data visualization. In this course, Introduction to Data Visualization with Python, you’ll learn how to use several essential data visualization techniques to answer real-world questions. First, you’ll explore techniques including scatter plots. Next, you’ll discover line charts and time series. Finally, you’ll learn what to do when your data is too big. When you’re finished with this course, you’ll have a foundational knowledge of data visualization that will help you as you move forward to analyze your own data.
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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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Pluralsight – Working with CSV Data in PowerShell

Pluralsight – Working with CSV Data in PowerShell
English | Size: 144.18 MB
Category: CBTs

PowerShell is one of the most popular scripting languages for IT Professionals in the Microsoft ecosystem. This course will teach you how to use CSV files both as input for your PowerShell scripts, as well as an output from your PowerShell scripts.
PowerShell is an awesome tool, and as an IT pro you probably want to use its powerful automation potential to automate your own tasks. To efficiently automate processes, you will need to use input files, because it’s not really automation if you need to give it a manual input for every single process you want to run. In this course, [Read more…]

Pluralsight – Cloud Design Patterns for Azure Data – Management and Performance1

Pluralsight – Cloud Design Patterns for Azure Data – Management and Performance1
English | Size: 298.92 MB
Category: CBTs

This course will teach you the design patterns that will make your cloud applications performant and work well with data.
When building and designing applications for the cloud you need to overcome a lot of challenges, like performance, availability, data management, and resilience. In this course, Cloud Design Patterns Library: Data Management and Performance, you’ll learn the design patterns that will make your cloud applications performant and work well with data. [Read more…]

Packt Publishing – Functional Data Structures and Algorithms

Packt Publishing – Functional Data Structures and Algorithms
English | Size: 421.50 MB
Category: CBTs

Functional data structures have the power to improve the code base of an application and improve efficiency. With the advent of functional programming, and with powerful functional languages such as Scala, Clojure and Elixir becoming part of important enterprise applications, functional data structures have gained an important place in the developer toolkit. Immutability is a cornerstone of functional programming. Immutable and persistent data structures are thread-safe by definition and hence very appealing for writing robust concurrent programs. How do we express traditional algorithms in a functional setting? Won’t we end up copying too much? Do we trade performance for versioned data structures? This course attempts to answer these questions by looking at functional implementations of traditional algorithms. [Read more…]

Packt Publishing – Become a Python Data Analyst

Packt Publishing – Become a Python Data Analyst
English | Size: 1.08 GB
Category: CBTs

Take your data analytics and predictive modeling skills to the next level using the popular tools and libraries in Python.
The Python programming language has become a major player in the world of Data Science and Analytics. This course introduces Python’s most important tools and libraries for doing Data Science; they are known in the community as “Python’s Data Science Stack”.
This is a practical course where the viewer will learn through real-world examples how to use the most popular tools for doing Data Science and Analytics with Python.
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Data Structure and Algorithms Analysis – Job Interview

Data Structure and Algorithms Analysis – Job Interview
English | Size: 956.74 MB
Category: CBTs

No previous programming experience is required! I will give you free Java course if you do not have programming experiences with any programming languages
You will need a computer running Microsoft Windows, or Linux, or a Mac running OS X.
Description
In this course you will learn how to Analysis algorithms like Sorting, Searching, and Graph algorithms. And how to reduce the code complexity from one Big-O level to another level. Furthermore, you will learn different type of Data Structure for your code. Also you will learn how to find Big-O for every data structure, and how to apply correct Data Structure to your problem in Java. By the end you will be able to write code that run faster and use low memory. You Also will learn how to analysis problems using Dynamic programming. [Read more…]

Packt – Learning Python Data Analysis

Packt – Learning Python Data Analysis
English | Size: 1.32 GB
Category: Programming | E-learning | others

Python features numerous numerical and mathematical toolkits such as: Numpy, Scipy, Scikit learn and SciKit, all used for data analysis and machine learning. With the aid of all of these, Python has become the language of choice for data scientists for data analysis, visualization, and machine learning.
This video aims to teach Python developers how to perform data analysis with the language by taking advantage of the core data science libraries in the Python ecosystem. The learning objective for viewers is to understand how to locate, manipulate, and analyse data with Python, with the ability to analyse large and small sets of data using libraries such as Numpy, pandas, IPython and SciPy. [Read more…]

Lynda – Advanced SQL for Data Scientists

Lynda – Advanced SQL for Data Scientists
English | Size: 171.34 MB
Category: CBTs

There is an increasing need for data scientists and analysts to understand relational data stores. Organizations have long used SQL databases to store transactional data as well as business intelligence related data. If you need to work with SQL databases, this course is designed to help you learn how to perform common data science tasks, including finding, exploration, and extraction within relational databases.
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