Search result for Data bias Online Courses & Certifications
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Data Science Ethics
by H. V. Jagadish- 0.0
4 Weeks
Learn how to think through the ethics surrounding privacy, data sharing, and algorithmic decision-making. As patients, we care about the privacy of our medical record; but as patients, we also wish to benefit from the analysis of data in medical records. Everyone, including data scientists, will benefit from this course. Who owns data...
$49
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 Bias in Data Sources...
Understanding Medical Research: Your Facebook Friend is Wrong
by F. Perry WilsonTop Instructor- 4.9
Approx. 17 hours to complete
Types of Data Bias Selection Bias Information Bias Covid Content - Immortal Time Bias spotted in the wild! Covid Content - Immortal Time Bias spotted in the wild! Pre Quiz: Bias Bias...
Artificial Neural Networks tutorial - theory & applications
by Gopal Prasad Malakar- 4.2
1 hour on-demand video
what is neural networkTerms associated with neural networkWhat is nodeWhat is bias What is hidden layer / input layer / output layer What is activation function What is a feed forward modelHow does a Neural Network algorithm work? Data Pre processing required to apply ANN...
$12.99
Ensemble Machine Learning in Python : Adaboost, XGBoost
by Ankit Mistry- 4.4
4 hours on-demand video
One of the most useful technique in machine learning to balance bias and variance. Reducing Variance & reducing high bias error are such important task while designing the machine learning system and Ensemble learning is the solution behind that....
$11.99
Data Science Fundamentals for Data Analysts
by Emma Freeman , Mark Roepke- 0.0
Approx. 19 hours to complete
In this course we're going to guide you through the fundamental building blocks of data science, one of the fastest-growing fields in the world! With the help of our industry-leading data scientists, we’ve designed this course to build ready-to-apply data science skills in just 15 hours of learning. Completing Data Science Projects...
Structuring Machine Learning Projects
by Andrew NgTop Instructor , Younes Bensouda MourriTop Instructor , Kian KatanforooshTop Instructor- 4.8
Approx. 6 hours to complete
Avoidable Bias Cleaning Up Incorrectly Labeled Data Bias and Variance with Mismatched Data Distributions Addressing Data Mismatch...
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Leading Diverse Teams & Organizations
by Lindred Greer- 4.7
Approx. 22 hours to complete
- Gain tools for the implementation of DEI strategies in organizations, including the architecture of DEI groups, the role of data and metrics, and tools to integrate DEI into the very heart of an organization. How Can Bias Impact My Decisions? Addressing Unconscious Bias Why Bias Matters How Bias Manifests in Structural Inequalities...
AWS SageMaker Practical for Beginners | Build 6 Projects
by Dr. Ryan Ahmed, Ph.D., MBA- 4.6
14.5 hours on-demand video
The course is targeted towards beginner developers and data scientists wanting to get fundamental understanding of AWS SageMaker and solve real world challenging problems. Beginners Data Science wanting to advance their careers and build their portfolio. Tech enthusiasts who are passionate and new to Data science & AI and want to gain practical experience using AWS SageMaker....
$12.99
Validity and Bias in Epidemiology
by Filippos Filippidis- 4.9
Approx. 8 hours to complete
This course offers an introduction to some of these factors and provides guidance on how to deal with bias in epidemiological research. In this course you will learn about the main types of bias and what effect they might have on your study findings. Selection Bias Information Bias Examples of Selection and Information Bias Validity and Types of Bias...