Python
Artificial Intelligence A-Z™: learn how to build an AI
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- Udemy
Combine the power of data science, machine learning and deep learning to create powerful AI for real-world applications using Python. Learn key AI concepts and intuition training to get you quickly up to speed with all things AI.
Data analytics with Python
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- Coursera
Learn how to analyse data using Python. This course will take you from the basics of Python to exploring many different types of data. You will learn how to prepare data for analysis, perform simple statistical analysis, create meaningful data visualisations, predict future trends from data, and more.
Learn: Python
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- DataCamp
Acquire new skills fast in courses that combine short expert videos with immediate hands-on-keyboard exercises. A collection of courses using Python, from an introduction, to modules and data importing, data cleaning, and data visualisation all using Python.
Python for data science and machine learning bootcamp
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- Udemy
This comprehensive course will be your guide to learning how to use Python to analyse data, create visualisations and use powerful machine learning algorithms. This course is designed for both beginners with some programming experience and experienced developers looking to make the jump to data science.
Python for everyone specialism
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- Coursera
Learn to programme and analyse data with Python. Develop programmes to gather, clean, analyse and visualise data.
R
Learn R
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- DataCamp
Acquire new skills fast in courses that combine short expert videos with immediate hands-on-keyboard exercises. A collection of courses on R, including an introduction and courses on cleaning data with R, machine learning toolbox, exploratory data analysis and data visualisation in R.
R programming
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- Coursera
In this course you will learn how to programme in R and how to use R for effective data analysis. You will learn how to install and configure software necessary for a statistical programming environment and describe generic programming language concepts as they are implemented in a high-level statistical language.
R programming
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- Udemy
Learn programming in R and R studio. Data analytics, data science, statistical analysis, packages, functions, GGPlot2. This course has been designed for all skill levels, even if you have no programming or statistical background.
R programming: advanced analytics in R for data science
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- Udemy
Take your R and R studio skills to the next level. Data analytics, data science, statistical analysis in business, GGPlot2. Professional R Video training, unique datasets designed with years of industry experience in mind, engaging exercises that are both fun and also give you a taste for analytics of the real world.
Statistics with R specialisation
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- Coursera
Master statistics with R. Statistical mastery of data analysis including inference, modelling and Bayesian approaches.
SQL
Business intelligence analyst
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- 21 Oct 2019
This course comprises several modules: introduction to data and data science; statistics and Excel; database theory; SQL; Tableau; SQL + Tableau.
Complete SQL bootcamp
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- 18 Oct 2019
You will learn how to read and write complex queries to a database using one of the most in-demand skills - PostgreSQL. These skills are also applicable to any other major SQL database, such as MySQL, Microsoft SQL Server, Amazon Redshift, Oracle and much more.
Introduction to Structured Query Language (SQL)
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- 09 Oct 2019
In this course, you will walk through steps for installing a text editor, installing MAMP or XAMPP (or equivalent) and creating a MySql database. You will learn about single table queries and the basic syntax of the SQL language, as well as database design with multiple tables, foreign keys and the JOIN operation. Lastly, you will learn to model many-to-many relationships like those needed to represent users, roles and courses.
Learn: SQL
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- 17 Oct 2019
Acquire new skills fast in courses that combine short expert videos with immediate hands-on-keyboard exercises. A collection of 21 SQL courses, from an introduction, to analysing business data in SQL and data-driven decision-making in SQL.
SQL - MySQL for data analytics and business intelligence
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- 18 Oct 2019
SQL for business analysis, marketing and data management. When you can work with SQL, it means you don’t have to rely on others sending you data and executing queries for you. This allows you to be independent and dig deeper into the data to obtain the answers to questions that might improve the way your company does its business.
SQL for data science
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- 09 Oct 2019
This course is designed to give you a primer in the fundamentals of SQL and working with data so that you can begin analysing it for data science purposes. The course starts with the basics and assumes you do not have any knowledge or skills in SQL. It will build on that foundation and gradually have you write both simple and complex queries to help you select data from tables. You will start to work with different types of data like strings and numbers and discuss methods to filter and pare down your results.
Other tools
Apache Spark 2 with Scala - hands on with big data
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- Udemy
This course will teach you the hottest technology in big data: Apache Spark. Employers including Amazon, EBay, NASA JPL and Yahoo use Spark to quickly extract meaning from massive data sets across a fault-tolerant Hadoop cluster. You will learn those same techniques, using your own Windows system.
Microsoft Power BI - a complete introduction
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- Udemy
Learn how to use Microsoft's Power BI Tools, including Power BI Desktop, Power BI Service and PowerBI Developer. In this course you will learn why Power BI offers you a comprehensive set of business intelligence tools for your data analysis goals and how to use these tools.
Microsoft Power BI up and running with Power BI Desktop
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- Udemy
Transform, analyse and visualise data with Microsoft Power BI Desktop: hands-on demos, projects and one-on-one Power BI support. Power BI is quickly becoming the world's most powerful self-service business intelligence platform, and an essential tool for data professionals and beginners alike.
Ultimate hands on Hadoop
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- Udemy
Learn and master the most popular big data technologies in this comprehensive course, taught by a former engineer and senior manager from Amazon and IMDb. We will go way beyond Hadoop itself, and dive into all sorts of distributed systems you may need to integrate with.