Displaying results 1 - 20 of 8,553 results for "coursera data science ethics"
CertNexus Certified Ethical Emerging Technologist
A Specialization from Coursera. Contains 6 courses · . Course Total length: 120 hours estimated
The Certified Ethical Emerging Technologist (CEET) industry validated certification helps professionals differentiate themselves from other job candidates by demonstrating their ability to ethically navigate data driven emerging technologies such as AI, Machine...
Offered through Coursera | and created by CertNexus | Taught by Megan Smith Branch, Eleanor 'Nell' Watson, Aaron Hui and others
Certified Ethical Emerging Technologist
A Specialization from Coursera. Contains 5 courses · . Course Total length: 112 hours estimated
The Certified Ethical Emerging Technologist (CEET) industry validated certification helps professionals draw higher salaries (25% on average) and differentiate themselves from other job candidates. Organizations and governments are seeking out ethics...
Offered through Coursera | and created by CertNexus | Taught by Eleanor 'Nell' Watson, Aaron Hui, Abhishek Gupta and others
The Importance of Ethics in Data Science
Women in Analytics 2019Cost $35 · . Course Length: 0 hours estimated
Day 1 Opening Keynote
Offered through Pluralsight | Taught by WIA
Software Architecture for Big Data
A Specialization from Coursera. Contains 3 courses · . Course Total length: 90 hours estimated
This specialization is for software engineers interested in the principles of building and architecting large software systems that use big data. Through three courses you will learn about how to build and architect performant distributed systems from industry...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Tyson Gern, Mike Barinek
Dynamic Programming, Greedy Algorithms
Data Science Foundations: Data Structures and AlgorithmsCost $99 · . Course Length: 20 hours estimated
This course covers basic algorithm design techniques such as divide and conquer, dynamic programming, and greedy algorithms. It concludes with a brief introduction to intractability (NP-completeness) and using linear/integer programming solvers for solving...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Sriram Sankaranarayanan
Fundamentals of Software Architecture for Big Data
Software Architecture for Big DataCost $99 · . Course Length: 30 hours estimated
The course is intended for individuals looking to understand the basics of software engineering as they relate to building large software systems that leverage big data. You will be introduced to software engineering concepts necessary to build and scale large,...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Tyson Gern, Mike Barinek
Ethics in AI and Data Science
Cost $229 · . Course Length: 12 hours estimated
Artificial Intelligence (AI) is often touted as a key technology spurring the Fourth Industrial Revolution in which the physical, digital and biological worlds are being fused together in a way that will have a tremendous impact on our global culture and economy....
Offered through edX | and created by LinuxFoundationX, The Linux Foundation | Taught by Jennifer Cloer, Gary Schillinger, Alka Roy
Data Science Foundations: Data Structures and Algorithms
A Specialization from Coursera. Contains 3 courses · . Course Total length: 60 hours estimated
Building fast and highly performant data science applications requires an intimate knowledge of how data can be organized in a computer and how to efficiently perform operations such as sorting, searching, and indexing. This course will teach the fundamentals of...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Sriram Sankaranarayanan
Data Science Ethics
Rated 3.3★ stars based on | 3 ratings · . Cost $49 · . Course Length: 16 hours estimated
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. As citizens, we want a fair trial before being punished for a crime; but as citizens, we want to stop terrorists...
Offered through edX | and created by MichiganX, The University of Michigan | Taught by H. V. Jagadish
Machine Learning: Theory and Hands-on Practice with Python
A Specialization from Coursera. Contains 2 courses · . Course Total length: 41 hours estimated
In the Machine Learning specialization, we will cover Supervised Learning, Unsupervised Learning, and the basics of Deep Learning. You will apply ML algorithms to real-world data, learn when to use which model and why, and improve the performance of your models....
Offered through Coursera | and created by University of Colorado Boulder | Taught by Geena Kim
Principles of Data Science Ethics
Cost $198 · . Course Length: 20 hours estimated
Concern about the harmful effects of machine learning algorithms and AI models (bias and more) has resulted in greater attention to the fundamentals of data ethics. News stories appear regularly about credit algorithms that discriminate against women, medical...
Offered through edX | and created by Statistics.com | Taught by Peter Bruce, Grant Fleming, Veronica Carlan and others
Data Mining Pipeline
Data Mining Foundations and PracticeCost $99 · . Course Length: 20 hours estimated
This course introduces the key steps involved in the data mining pipeline, including data understanding, data preprocessing, data warehousing, data modeling, interpretation and evaluation, and real-world applications. Data Mining Pipeline can be taken for...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Qin (Christine) Lv
Mathematics for Data Science
A Specialization from Coursera. Contains 4 courses · . Course Total length: 156 hours estimated
This Specialization is part of HSE University Master of Data Science degree program. Learn more about the admission into the program here and how your Coursera work can be leveraged if accepted into the program. Behind numerous standard models and constructions...
Offered through Coursera | and created by National Research University Higher School of Economics, HSE University | Taught by Dmitri Piontkovski, Vsevolod L. Chernyshev, Vladimir Podolskii and others
Applied Data Science for Data Analysts
Data Science with Databricks for Data AnalystsCost $49 · . Course Length: 1 hours estimated
In this course, you will develop your data science skills while solving real-world problems. You'll work through the data science process to and use unsupervised learning to explore data, engineer and select meaningful features, and solve complex supervised...
Offered through Coursera | and created by Databricks | Taught by Kevin Coyle, Mark Roepke, Emma Freeman
Data Mining Methods
Data Mining Foundations and PracticeCost $99 · . Course Length: 20 hours estimated
This course covers the core techniques used in data mining, including frequent pattern analysis, classification, clustering, outlier analysis, as well as mining complex data and research frontiers in the data mining field. Data Mining Methods can be taken for...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Qin (Christine) Lv
Applied Data Science Ethics
Cost $198 · . Course Length: 20 hours estimated
Concern about the harmful effects of machine learning algorithms and big data AI models (bias and more) has resulted in greater attention to the fundamentals of data ethics. News stories appear regularly about credit algorithms that discriminate against women,...
Offered through edX | and created by Statistics.com | Taught by Peter Bruce, Grant Fleming, Kuber Deokar and others
Trees and Graphs: Basics
Data Science Foundations: Data Structures and AlgorithmsCost $99 · . Course Length: 20 hours estimated
Basic algorithms on tree data structures, binary search trees, self-balancing trees, graph data structures and basic traversal algorithms on graphs. This course also covers advanced topics such as kd-trees for spatial data and algorithms for spatial data. Trees...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Sriram Sankaranarayanan
Introduction to Machine Learning: Supervised Learning
Machine Learning: Theory and Hands-on Practice with PythonCost $49 · . Course Length: 6 hours estimated
In this course, you’ll be learning various supervised ML algorithms and prediction tasks applied to different data. You’ll learn when to use which model and why, and how to improve the model performances. We will cover models such as linear and logistic...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Geena Kim
Fundamentals of Data Visualization
Vital Skills for Data ScienceCost $99 · . Course Length: 13 hours estimated
Data is everywhere. Charts, graphs, and other types of information visualizations help people to make sense of this data. This course explores the design, development, and evaluation of such information visualizations. By combining aspects of design, computer...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Danielle Szafir
Probability Theory: Foundation for Data Science
Data Science Foundations: Statistical InferenceCost $99 · . Course Length: 56 hours estimated
Understand the foundations of probability and its relationship to statistics and data science. We’ll learn what it means to calculate a probability, independent and dependent outcomes, and conditional events. We’ll study discrete and continuous random variables...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Anne Dougherty, Jem Corcoran