Address Business Issues with Data Science (Coursera)

https://www.coursera.org/learn/address-business-issues-with-data-science

This course is designed for business professionals that want to learn how to determine if a business issue is appropriate for a data science project and apply the data science process. The typical student in this course will have experience in a business setting and a high-level understanding of fundamental data science concepts, including, but not limited to: types of data, data science roles, the overall data science lifecycle, and the benefits and challenges of data science.

Build Decision Trees, SVMs, and Artificial Neural Networks (Coursera)

https://www.coursera.org/learn/build-decision-trees-svms-neural-networks

There are numerous types of machine learning algorithms, each of which has certain characteristics that might make it more or less suitable for solving a particular problem. Decision trees and support-vector machines (SVMs) are two examples of algorithms that can both solve regression and classification problems, but which have different applications. Likewise, a more advanced approach to machine learning, called deep learning, uses artificial neural networks (ANNs) to solve these types of probl

Build Regression, Classification, and Clustering Models (Coursera)

https://www.coursera.org/learn/build-regression-classification-clustering-models

In most cases, the ultimate goal of a machine learning project is to produce a model. Models make decisions, predictions—anything that can help the business understand itself, its customers, and its environment better than a human could. Models are constructed using algorithms, and in the world of machine learning, there are many different algorithms to choose from. You need to know how to select the best algorithm for a given job, and how to use that algorithm to produce a working model that pr

CertNexus Certified Artificial Intelligence Practitioner (CourseraSpecs)

https://www.coursera.org/professional-certificates/certified-artificial-intelligence-practitioner

Offered by CertNexus. Be an Artificial Intelligence Practitioner. . Master strategies to implement Artificial Intelligence techniques in ...

CertNexus Certified Data Science Practitioner (CourseraSpecs)

https://www.coursera.org/professional-certificates/certified-data-science-practitioner

Offered by CertNexus. Launch Your Career in Data Science. Master strategies to implement Data Science techniques in order to solve business ...

CertNexus Certified Ethical Emerging Technologist (CourseraSpecs)

https://www.coursera.org/professional-certificates/certified-ethical-emerging-technologist

Offered by CertNexus. Be an Ethical Leader in Data-Driven Technologies. Master strategies to put ethics into practice in data-driven ...

Communicate Effectively about Ethical Challenges in Data-Driven Technologies (Coursera)

https://www.coursera.org/learn/ethical-communication-data-driven-technologies

Leading a data-driven organization necessitates effective communication to create a culture of ethical practice. Communication to stakeholders will guide an organization's strategy and potentially impact the future of work for that organization or entity. It is not enough to talk about ethical practices, you need to to relate their value to stakeholders. Building out strategies that are inclusive and relatable can build public trust and loyalty, and knowing how to plan for a crisis will reduce t

Create and Lead an Ethical Data-Driven Organization (Coursera)

https://www.coursera.org/learn/ethical-data-driven-technology-leader

Creating and leading an ethical data-driven organization, when done successfully, is a cultural transformation for an organization. Navigating a cultural shift requires leadership buy in, resourcing, training, and support through creation of boards, policies, and governance. Beyond leadership and organization, it is imperative to engage employees through forums and incentive programs for continual involvement. A strong understanding of ethical organizational policies provides the foundation for

Detect and Mitigate Ethical Risks (Coursera)

https://www.coursera.org/learn/detect-mitigate-ethical-risks

Data-driven technologies like AI, when designed with ethics in mind, benefit both the business and society at large. But it’s not enough to say you will “be ethical” and expect it to happen. We need tools and techniques to help us assess gaps in our ethical behaviors and to identify and stop threats to our ethical goals. We also need to know where and how to improve our ethical processes across development lifecycles. What we need is a way to manage ethical risk. This third course in the Certifi

Preparing for Your CertNexus Certification Exam (Coursera)

https://www.coursera.org/learn/preparing-for-your-certnexus-certification-exam

What is a certification? How is it different than a certificate or credential? This mini-course will answer these questions and provide learners direction on how to prepare for a certification exam from CertNexus or an other certification vendor. It includes tips and tricks to succeed in your journey towards certification, as well as step by step instructions how to schedule and take your exam, whether in person or online. In addition we will provide next steps after your certification, includin

Promote the Ethical Use of Data-Driven Technologies (Coursera)

https://www.coursera.org/learn/promote-ethical-data-driven-technologies

The greatest risk in emerging technology is the perpetuation of bias in automated technologies dependent upon data sets. Solutions created with racial, gender or demographic bias, whether unintentional or not can perpetuate tragic inequities socially and economically. This is the first of five courses within the Certified Ethical Emerging Technologist (CEET) professional certificate and it is designed for learners seeking to advocate and promote the ethical use of data-driven technologies. Stud

Solve Business Problems with AI and Machine Learning (Coursera)

https://www.coursera.org/learn/solve-problems-ai-machine-learning

Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This is the first of four courses in the Certified Artificial Intelligence Practitioner (CAIP) professional certification. This course is meant as an entry point into the world of AI/ML. You'll

Turn Ethical Frameworks into Actionable Steps (Coursera)

https://www.coursera.org/learn/ethical-frameworks-action

Ethical principles build a strong foundation for driving ethical technologies. Principles alone can be elusive and impractical for application. Ethical frameworks based upon these principles provide a structure to guide technologists when implementing data-driven solutions. However, ethical frameworks, along with standards and regulations, can make compliance tasks more complex, and they can also raise the tension between ethical duties and business practicalities. An approach is needed to recon