Search result for Data Online Courses & Certifications
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Data for Machine Learning
by Anna Koop- 4.4
Approx. 12 hours to complete
This course is all about data and how it is critical to the success of your applied machine learning model. Understand the critical elements of data in the learning, training and operation phases What Does Good Data look like? Data Acquisition and Understanding Dealing with Multimodal Data Features and transformations of raw data...
Introduction to Big Data
by Ilkay Altintas , Amarnath Gupta- 4.6
Approx. 17 hours to complete
Interested in increasing your knowledge of the Big Data landscape? This course is for those new to data science and interested in understanding why the Big Data Era has come to be. * Provide an explanation of the architectural components and programming models used for scalable big data analysis. Slides: Step 2A-Exploring Data...
IBM Data Privacy for Information Architecture
by Christopher Giardina , Aaron Ritchie- 4.7
Approx. 10 hours to complete
Data privacy controls how information is collected, used, shared, and disposed of, in accordance with policies or external laws and regulations. In this course, students will gain an understanding of what data privacy is along with how to identify and understand typical data protection and privatization objectives that an enterprise may have, and how to choose a data protection approach....
Introduction to Designing Data Lakes on AWS
by Morgan Willis , Rafael Lopes- 4.7
Approx. 14 hours to complete
In this class, Introduction to Designing Data Lakes on AWS, we will help you understand how to create and operate a data lake in a secure and scalable way, without previous knowledge of data science! Starting with the "WHY" you may want a data lake, we will look at the Data-Lake value proposition, characteristics and components....
Intro to Analytic Thinking, Data Science, and Data Mining
by Dursun Delen , Julie Pai- 4
Approx. 7 hours to complete
Welcome to Introduction to Analytic Thinking, Data Science, and Data Mining. In this course, we will begin with an exploration of the field and profession of data science with a focus on the skills and ethical considerations required when working with data. Data Mining and an Overview of Data Analytics Data Mining and an Overview of Data Analytics...
Modernizing Data Lakes and Data Warehouses with GCP
by Google Cloud Training- 4.7
Approx. 9 hours to complete
The two key components of any data pipeline are data lakes and warehouses. This course highlights use-cases for each type of storage and dives into the available data lake and warehouse solutions on Google Cloud Platform in technical detail. Data Lakes and Data Warehouses Transactional Databases vs Data Warehouses Partner effectively with other data teams...
Machine Learning Data Lifecycle in Production
by Robert Crowe- 4.5
Approx. 20 hours to complete
Week 1: Collecting, Labeling, and Validating data Week 3: Data Journey and Data Storage Importance of Data Data and Concept Change in Production ML Detecting Data Issues TensorFlow Data Validation Data Collection Data Labeling Issues in Training Data Preprocessing Data at Scale Week 3: Data Journey and Data Storage Data Journey...
What is Data Science?
by Rav Ahuja , Alex Aklson- 4.7
Approx. 9 hours to complete
The art of uncovering the insights and trends in data has been around since ancient times. The ancient Egyptians used census data to increase efficiency in tax collection and they accurately predicted the flooding of the Nile river every year. A day in the Life of a Data Scientist Old problems, new problems, Data Science solutions...
A Crash Course in Data Science
by Jeff Leek, PhD , Brian Caffo, PhD , Roger D. Peng, PhD- 4.5
Approx. 7 hours to complete
By now you have definitely heard about data science and big data. How to describe the role data science plays in various contexts How statistics, machine learning, and software engineering play a role in data science How to describe the structure of a data science project Know the key terms and tools used by data scientists...
Using clinical health data for better healthcare
by Tim Shaw- 4.6
Approx. 15 hours to complete
While this is placing emphasis on the input of quality health data in digital records and systems, the delivery of safe and quality healthcare relies not only on the input of data, but also the ability to access and derive meaning from data to generate evidence, inform decision making and drive better health outcomes....