CertNexus Courses

Communicate Effectively about Ethical Challenges in Data-Driven Technologies

84 ratings at Coursera

Develop strategies for communicating ethical challenges in data-driven technologies, including stakeholder engagement, crisis management, and media relations to foster trust and mitigate risks.

• Coursera
• 13 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Promote the Ethical Use of Data-Driven Technologies

243 ratings at Coursera

Explore ethical considerations in data-driven technologies, focusing on bias, privacy, and ethical principles. Learn to advocate for responsible use of emerging tech in AI, machine learning, and data science.

• Coursera
• 20 hours 46 minutes
• On-Demand
• Free Online Course (Audit)

Preparing for Your CertNexus Certification Exam

149 ratings at Coursera

Learn strategies to prepare for, pass, and leverage certification exams, including study tips, scheduling procedures, and post-certification steps to maximize career benefits.

• Coursera
• 2 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Turn Ethical Frameworks into Actionable Steps

145 ratings at Coursera

Analyze ethical frameworks, regulations, and standards to integrate them into data-driven solutions, reconciling ethical duties with business practicalities in emerging technologies.

• Coursera
• 15 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Train Machine Learning Models

Aprende conceptos básicos de machine learning, prueba hipótesis, y entrena, ajusta y evalúa modelos para clasificación, regresión y clustering. Requiere conocimientos en tecnología informática y programación.

• Coursera
• 1 day 4 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Finalize a Data Science Project

Learn to present data science project results to stakeholders, build a web app for model demonstration, and automate model training and deployment pipelines. Ideal for experienced professionals in the CDSP program.

• Coursera
• 12 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Detect and Mitigate Ethical Risks

86 ratings at Coursera

Learn strategies to identify and mitigate ethical risks in data-driven technologies, covering privacy, accountability, transparency, fairness, and safety concerns in AI development and deployment.

• Coursera
• 19 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Create and Lead an Ethical Data-Driven Organization

81 ratings at Coursera

Develop strategies to lead an applied ethics initiative, champion its importance, and promote an ethical culture in data-driven organizations. Learn to implement policies and evaluate their effectiveness.

• Coursera
• 12 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Solve Business Problems with AI and Machine Learning

74 ratings at Coursera

Explore AI and ML applications in business, learn about tools and resources, and address ethical considerations in implementing these technologies for actionable insights and innovation.

• Coursera
• 11 hours 20 minutes
• On-Demand
• Free Online Course (Audit)

Extract, Transform, and Load Data

30 ratings at Coursera

Learn to collect, prepare, and load data from multiple sources for analysis and modeling in this hands-on ETL course for data professionals.

• Coursera
• 15 hours 16 minutes
• On-Demand
• Free Online Course (Audit)

Address Business Issues with Data Science

26 ratings at Coursera

Learn to initiate data science projects, formulate problems, and apply solutions in business contexts. Develop skills to determine project suitability and implement the data science process effectively.

• Coursera
• 6 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Analyze Data

17 ratings at Coursera

Gain insights through data analysis techniques, statistical methods, and visualizations. Learn to preprocess data for machine learning applications.

• Coursera
• 20 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Build Regression, Classification, and Clustering Models

16 ratings at Coursera

Learn to build regression, classification, and clustering models using various algorithms. Gain hands-on experience in model selection, evaluation, and tuning for supervised and unsupervised learning tasks.

• Coursera
• 20 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Follow a Machine Learning Workflow

16 ratings at Coursera

Explore the machine learning workflow from problem formulation to model deployment, including data analysis, model training, and automation techniques for recurring business processes.

• Coursera
• 19 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Build Decision Trees, SVMs, and Artificial Neural Networks

13 ratings at Coursera

Learn to build decision trees, SVMs, and neural networks for machine learning and deep learning. Gain practical skills in constructing models to solve regression, classification, computer vision, and natural language processing problems.

• Coursera
• 21 hours 54 minutes
• On-Demand
• Free Online Course (Audit)