Data Cleaning

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Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory (Coursera)

Oct 25th 2021
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory (Coursera)
Free Course
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This project is for anyone with foundation in programming and machine learning who wants to develop Data science and Machine learning projects but having limited resources on their computer and limited time. You will learn how to use the Google Colaboratory via your web browser to develop a Fake [...]
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Foundations: Data, Data, Everywhere (Coursera)

Oct 25th 2021
Foundations: Data, Data, Everywhere (Coursera)
Course Auditing
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This is the first course in the Google Data Analytics Certificate. These courses will equip you with the skills you need to apply to introductory-level data analyst jobs. Organizations of all kinds need data analysts to help them improve their processes, identify opportunities and trends, launch new products, and [...]
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Getting and Cleaning Data (Coursera)

Before you can work with data you have to get some. This course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and from colleagues in various formats. It will also cover the basics of [...]
8
Average: 8 ( 4 votes )

Extract, Transform, and Load Data (Coursera)

Oct 18th 2021
Extract, Transform, and Load Data (Coursera)
Course Auditing
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This course is designed for business and data professional seeking to learn the first technical phase of the data science process known as Extract, Transform and Load or ETL. Learners will be taught how to collect data from multiple sources so it is available to be transformed and cleaned [...]
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Specialized Models: Time Series and Survival Analysis (Coursera)

Oct 18th 2021
Specialized Models: Time Series and Survival Analysis (Coursera)
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This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis [...]
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Oct 18th 2021
Course Auditing
31.00 EUR/month

Deep Learning and Reinforcement Learning (Coursera)

Oct 18th 2021
Deep Learning and Reinforcement Learning (Coursera)
Course Auditing
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This course introduces you to two of the most sought-after disciplines in Machine Learning: Deep Learning and Reinforcement Learning. Deep Learning is a subset of Machine Learning that has applications in both Supervised and Unsupervised Learning, and is frequently used to power most of the AI applications that we [...]
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Oct 18th 2021
Course Auditing
32.00 EUR/month

Predictive Modeling and Analytics (Coursera)

Welcome to the second course in the Data Analytics for Business specialization! This course will introduce you to some of the most widely used predictive modeling techniques and their core principles. By taking this course, you will form a solid foundation of predictive analytics, which refers to tools and [...]
2
Average: 2 ( 3 votes )

Introduction to Data Science in Python (Coursera)

This course will introduce the learner to the basics of the python programming environment, including fundamental python programming techniques such as lambdas, reading and manipulating csv files, and the numpy library. The course will introduce data manipulation and cleaning techniques using the popular python pandas data science library and [...]
5
Average: 5 ( 3 votes )

Data Processing and Analysis with Excel (edX)

Learn to use Excel to organize and clean data so it can be manipulated and analyzed. In this course, you will learn how to organize your data within the Microsoft Office Excel software tool. Once organized, we will discuss data cleaning. You will learn how to identify outliers and [...]
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Data Engineering und Data Science – Klarheit in den Schlagwort-Dschungel (openHPI)

Self Paced
Data Engineering und Data Science – Klarheit in den Schlagwort-Dschungel (openHPI)
Free Course
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Die Schlagwörter Künstliche Intelligenz, Data Science, Data Engineering, und Big Data dominieren seit einigen Jahren nicht nur die IT-Schlagzeilen. In unserem Kurs wollen wir diese Wörter mit grundlegendem Inhalt füllen und die typischen Arbeitsschritte eines Data Scientists nachvollziehen. Insbesondere schauen wir hinter die Kulissen und betrachten den oft mühsamen [...]
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