Displaying results 41 - 60 of 8,553 results for "coursera data science ethics"
Resampling, Selection and Splines
Statistical Learning for Data ScienceCost $49 · . Course Length: 38 hours estimated
"Statistical Learning for Data Science" is an advanced course designed to equip working professionals with the knowledge and skills necessary to excel in the field of data science. Through comprehensive instruction on key topics such as shrink methods, parametric...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Osita Onyejekwe
Network Analysis for Marketing Analytics
Text Marketing AnalyticsCost $99 · . Course Length: 20 hours estimated
Network analysis is a long-standing methodology used to understand the relationships between words and actors in the broader networks in which they exist. This course covers network analysis as it pertains to marketing data, specifically text datasets and social...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Chris J. Vargo, Scott Bradley
Data Science Foundations: Statistical Inference
A Specialization from Coursera. Contains 3 courses · . Course Total length: 104 hours estimated
This program is designed to provide the learner with a solid foundation in probability theory to prepare for the broader study of statistics. It will also introduce the learner to the fundamentals of statistics and statistical theory and will equip the learner...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Anne Dougherty, Jem Corcoran
Relational Database Design
Databases for Data ScientistsCost $99 · . Course Length: 99 hours estimated
Have you ever wanted to build a database but don't know where to start? This course will provide you a step-by-step guidance. We are going to start from a raw idea to an implementable relational database. Getting on the path, practicing the real-life mini cases,...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Di Wu
Statistical Inference for Estimation in Data Science
Data Science Foundations: Statistical InferenceCost $99 · . Course Length: 24 hours estimated
This course introduces statistical inference, sampling distributions, and confidence intervals. Students will learn how to define and construct good estimators, method of moments estimation, maximum likelihood estimation, and methods of constructing confidence...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Jem Corcoran
Unsupervised Text Classification for Marketing Analytics
Text Marketing AnalyticsCost $99 · . Course Length: 24 hours estimated
Marketing data is often so big that humans cannot read or analyze a representative sample of it to understand what insights might lie within. In this course, learners use unsupervised deep learning to train algorithms to extract topics and insights from text data....
Offered through Coursera | and created by University of Colorado Boulder | Taught by Chris J. Vargo, Scott Bradley
Text Marketing Analytics
A Specialization from Coursera. Contains 3 courses · . Course Total length: 64 hours estimated
Marketing data are complex and have dimensions that make analysis difficult. Large unstructured datasets are often too big to extract qualitative insights. Marketing datasets also are relational and connected. This specialization tackles advanced advertising and...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Chris J. Vargo, Scott Bradley
Ethical Issues in Data Science
Vital Skills for Data ScienceCost $99 · . Course Length: 24 hours estimated
Computing applications involving large amounts of data – the domain of data science – impact the lives of most people in the U.S. and the world. These impacts include recommendations made to us by internet-based systems, information that is available about us...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Bobby Schnabel
ANOVA and Experimental Design
Statistical Modeling for Data Science ApplicationsCost $99 · . Course Length: 20 hours estimated
This second course in statistical modeling will introduce students to the study of the analysis of variance (ANOVA), analysis of covariance (ANCOVA), and experimental design. ANOVA and ANCOVA, presented as a type of linear regression model, will provide the...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Brian Zaharatos
Generalized Linear Models and Nonparametric Regression
Statistical Modeling for Data Science ApplicationsCost $99 · . Course Length: 20 hours estimated
In the final course of the statistical modeling for data science program, learners will study a broad set of more advanced statistical modeling tools. Such tools will include generalized linear models (GLMs), which will provide an introduction to classification...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Brian Zaharatos
Applied Data Science
A Specialization from Coursera. Contains 5 courses · . Course Total length: 90 hours estimated
This action-packed Specialization is for data science enthusiasts who want to acquire practical skills for real world data problems. If you’re interested in pursuing a career in data science, and already have foundational skills or have completed the Introduction...
Offered through Coursera | and created by IBM, IBM Skills Network, The University of California San Diego , and others | Taught by Joseph Santarcangelo, Alex Aklson, Yan Luo and others
Communicating Data Science Results
Data Science at ScaleRated 2.8★ stars based on | 35 ratings · . Cost $79 · . Course Length: 16 hours estimated
Important note: The second assignment in this course covers the topic of Graph Analysis in the Cloud, in which you will use Elastic MapReduce and the Pig language to perform graph analysis over a moderately large dataset, about 600GB. In order to complete this...
Offered through Coursera | and created by University of Washington | Taught by Bill Howe
Data Science Methods for Quality Improvement
A Specialization from Coursera. Contains 3 courses · . Course Total length: 72 hours estimated
Data analysis skills are widely sought by employers, both nationally and internationally. This specialization is ideal for anyone interested in data analysis for improving quality and processes in business and industry. The skills taught in this specialization...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Wendy Martin
CertNexus Certified Data Science Practitioner
A Specialization from Coursera. Contains 5 courses · . Course Total length: 65 hours estimated
The field of Data Science has topped the Linked In Emerging Jobs list for the last 3 years with a projected growth of 28% annually and the World Economic Forum lists Data Analytics and Scientists as the top emerging job for 2022. Data can reveal insights and...
Offered through Coursera | and created by CertNexus | Taught by Stacey McBrine, Sarah Haq, Megan Smith Branch
Trees, SVM and Unsupervised Learning
Statistical Learning for Data ScienceCost $49 · . Course Length: 31 hours estimated
"Trees, SVM and Unsupervised Learning" is designed to provide working professionals with a solid foundation in support vector machines, neural networks, decision trees, and XG boost. Through in-depth instruction and practical hands-on experience, you will learn...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Osita Onyejekwe
Unsupervised Algorithms in Machine Learning
Machine Learning: Theory and Hands-on Practice with PythonCost $99 · . Course Length: 35 hours estimated
One of the most useful areas in machine learning is discovering hidden patterns from unlabeled data. Add the fundamentals of this in-demand skill to your Data Science toolkit. In this course, we will learn selected unsupervised learning methods for dimensionality...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Geena Kim
Qualitative Research Methods
Methods and Statistics in Social SciencesRated 4.4★ stars based on | 282 ratings · . Cost $49 · . Course Length: 54 hours estimated
In this course you will be introduced to the basic ideas behind the qualitative research in social science. You will learn about data collection, description, analysis and interpretation in qualitative research. Qualitative research often involves an iterative...
Offered through Coursera | and created by University of Amsterdam | Taught by Gerben Moerman
Statistical Learning for Data Science
A Specialization from Coursera. Contains 3 courses · . Course Total length: 117 hours estimated
Statistical Learning is a crucial specialization for those pursuing a career in data science or seeking to enhance their expertise in the field. This program builds upon your foundational knowledge of statistics and equips you with advanced techniques for model...
Offered through Coursera | and created by University of Colorado Boulder | Taught by James Bird, Osita Onyejekwe
The Power of Data in Health and Social Care
Cost $84 · . Course Length: 12 hours estimated
The course is designed to equip participants with the ability to understand, communicate and manage
Offered through FutureLearn | and created by The Data Lab, UrbanTide, University of Strathclyde | Taught by Steven Revill, Marilyn Lennon
Tech Ethics: Executive Briefing
Cost $35 · . Course Length: 0 hours estimated
Technology ethics is a trending topic, seen everywhere from Silicon Valley as "tethics" to many news stories about data hacking, but how much do you know about applying ethics to your own technology creation? In this course, Tech Ethics
Offered through Pluralsight | Taught by Raina Gardiner