Search result for Data bias Online Courses & Certifications
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Machine Learning Mastery (Integrated Theory+Practical HW)
by SaifAli Kheraj- 4
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8 hours on-demand video
Data Science,Machine Learning, Predictive Analytics, Python, Handson Data Science is a multidisciplinary field that deals with the study of data. Data scientists have the ability to take data, understand it, process it, and extract information from it, visualize the information and communicate it. Bias Variance Tradeoff...
$9.99
Solve Business Problems with AI and Machine Learning
by Renée Cummings- 0.0
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Approx. 11 hours to complete
The Data Hierarchy Big Data Data Mining Promote Data Privacy and Ethical Practices Promote Data Privacy and Ethical Practices Module Introduction Data Protection Data Privacy Laws Data Privacy Principles at Odds with Machine Learning Compliance with Data Privacy Laws and Standards Data Sharing and Privacy The Big Data Challenge Use of Data for Unintended Purposes...
Data Visualization & Storytelling
by Jose Berengueres- 3.7
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2.5 hours on-demand video
With its foundations rooted in statistics, advertisement, and data science, practitioners in medical, engineering and business use "dataviz" to explore, understand and convince with data. Transform data into information Introduction to Data Visualization & Storytelling: A Guide For The Data Scientist. Data Visualization & Storytelling,Jose Berengueres, Ali Fenwick, Marybeth Sandell,2019 Storytelling with Data workbook,Cole Nussbaumer Knafflic, 2020...
$12.99
Managing Machine Learning Projects with Google Cloud
by Google Cloud Training- 4.6
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Approx. 14 hours to complete
Standard algorithm and data Data quality Human bias in ML Common types of human bias Automate processes and understand unstructured data Data strategy (pillars 1–3) Data strategy (pillars 4–7) Data governance Define data characteristics and biases that affect the quality of ML models....
AI For Everyone
by Andrew NgTop Instructor- 4.8
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Approx. 7 hours to complete
- The meaning behind common AI terminology, including neural networks, machine learning, deep learning, and data science - What it feels like to build machine learning and data science projects Workflow of a data science project Every job function needs to learn how to use data Discrimination / Bias...
機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations
by 林軒田- 4.9
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Approx. 9 hours to complete
Machine learning is the study that allows computers to adaptively improve their performance with experience accumulated from the data observed. The Role of Noise and Data Size Sampling Bias Data Snooping...
Machine Learning, Data Science and Deep Learning with Python
by Sundog Education by Frank Kane- 4.7
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15.5 hours on-demand video
Complete hands-on machine learning tutorial with data science, Tensorflow, artificial intelligence, and neural networks The topics in this course come from an analysis of real requirements in data scientist job listings from the biggest tech employers. We'll cover the machine learning, AI, and data mining techniques real employers are looking for, including:...
$14.99
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Data Science and Machine Learning using Python - A Bootcamp
by Dr. Junaid Qazi, PhD- 4.4
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25 hours on-demand video
Numpy Pandas Matplotlib Seaborn Ploty Machine Learning Scikit-Learn Data Science Recommender system NLP Theory Hands-on Data Science Bootcamps are costly, in thousands of dollars. Basis Python programming for Data Science Data Types, Comparisons Operators, if, else, elif statement, Loops, List Comprehension, Functions, Lambda Expression, Map and Filter Brief overview of Data around us:...
$12.99
Python and Machine-Learning for Asset Management with Alternative Data Sets
by Gideon OZIK , Sean McOwen- 4.4
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Approx. 19 hours to complete
Over-utilization of market and accounting data over the last few decades has led to portfolio crowding, mediocre performance and systemic risks, incentivizing financial institutions which are looking for an edge to quickly adopt alternative data as a substitute to traditional data. Application: Using location data to measure home bias to predict returns...
Process Mining: Data science in Action
by Wil van der Aalst- 4.7
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Approx. 22 hours to complete
Through concrete data sets and easy to use software the course provides data science knowledge that can be applied directly to analyze and improve processes in a variety of domains. [Extra] The data used in the lectures How is Process Mining Different from Data Mining? Using Event Data to Tear Down the Towers of Babel in Process Management...
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