Inference Courses and Certifications

Introductory Statistics : Basic Ideas and Instruments for Statistical Inference

1 review

This course utilizes real-life applications of Statistics in an exploration of the Statistical Inferenceprocess.

• edX
• 4 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Essential Causal Inference Techniques for Data Science

39 ratings at Coursera

Learn key causal inference techniques for data science, including controlled regression, regression discontinuity, difference-in-difference, and instrumental variables, with practical applications in R.

• Coursera
• 2 hours 25 minutes
• On-Demand
• Paid Course

Basics of Statistical Inference and Modelling Using R

7 ratings at edX

Learn why a statistical method works, how to implement it using R and when to apply it and where to look if the particular statistical method is not applicable in the specific situation.

• edX
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Introductory Statistics : Sample Survey and Instruments for Statistical Inference

The purpose of this course is to introduce basic concepts of sample surveys and to teach statistical inference process using real-life examples.

• edX
• 6 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Advanced Statistical Inference and Modelling Using R

Extend your knowledge of linear regression to the situations where the response variable is binary, a count, or categorical as well as to hierarchical experimental set-up.

• edX
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

London School of Economics and Political Science

Statistics 2 Part 2: Statistical Inference

The final part in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further study at undergraduate level.

• edX
• 5 weeks, 12-15 hours a week
• On-Demand
• Free Online Course (Audit)

Using BigQuery Machine Learning for inference

Master BigQuery ML for inference through hands-on training in creating, managing, and implementing machine learning models for data analysis within the BigQuery environment.

• Coursera
• 4 hours
• On-Demand
• Paid Course

Coursera Microcredential

Statistical Inference & Predictive Modeling Foundations

Master statistical inference and predictive modeling through A/B testing, regression, neural networks, and ensemble methods to drive data-driven business decisions.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 8 courses

Coursera Microcredential

AI Techniques, Causal Inference & Business Optimization

Master AI techniques, causal inference, and business optimization through 11 hands-on courses covering conversational AI, decision intelligence, and ethical practices for real-world impact.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

Coursera

Run Inference & Hypothesis Tests

Master statistical inference through confidence intervals, hypothesis testing, and power analysis to make data-driven business decisions with Python/R.

• Coursera
• 3 hours 4 minutes
• On-Demand
• Paid Course

Fundamentals of Artificial Intelligence

Join us on an exhilarating journey into the captivating realm of artificial intelligence (AI). Unlock the secrets behind the core principles, historical breakthroughs, and the profound influence AI has on society and the ever-evolving job market.

• OpenLearning
• On-Demand
• Paid Course

ChatGPT Prompt Engineering for Developers

7 reviews

Learn prompt engineering best practices for app development, explore innovative LLM usage, including custom chatbot creation, and gain hands-on experience in writing and refining prompts with the OpenAI API.

• Independent
• 1-2 hours
• On-Demand
• Free Online Course

Data Science: Capstone

69 ratings at edX

Show what you've learned from the Professional Certificate Program in Data Science.

• edX
• 2 weeks, 15-20 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Science

Comprehensive data science program covering R programming, statistics, visualization, and machine learning through real-world case studies and hands-on projects.

• edX
• 66 weeks, 2-4 hours a week
• On-Demand
• $1,481.00
• 9 courses

Machine Learning and AI Foundations: Prediction, Causation, and Statistical Inference

292 ratings at LinkedIn Learning

Gain insights to help improve your machine learning models and statistical analyses.

• LinkedIn Learning
• 2 hours 3 minutes
• On-Demand
• Free Trial Available