Data Science

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Response Surfaces, Mixtures, and Model Building (Coursera) Coursera
Arizona State University

Response Surfaces, Mixtures, and Model Building (Coursera)

Data Science

Dive into the world of optimization and process improvement with our 'Response Surfaces, Mixtures, and Model Building' course. This course is designed for professionals looking to enhance their skills in identifying key factors affecting a system's output and optimizing those factors to achieve the best possible results. Through factorial experiments and response surface methodology, you'll learn how to screen important factors, build predictive models, and ultimately drive process optimization.

Jun 29th 2026
4 Weeks
Regression Models Design of Experiments Specialization Response Surface
Details
Experimental Design Basics (Coursera) Coursera
Arizona State University

Experimental Design Basics (Coursera)

Data Science

Discover the essential principles of Experimental Design Basics with our beginner-friendly online course. Designed for those new to the field, this course will equip you with the knowledge and tools needed to conduct effective experiments and interpret results correctly. Learn from industry experts as you explore planning, execution, and analysis techniques using practical examples and software applications like JMP, Design-Expert, and Minitab.

Jun 29th 2026
5-12 Weeks
Experimental Design DOE Design of Experiments Specialization
Details
Factorial and Fractional Factorial Designs (Coursera) Coursera
Arizona State University

Factorial and Fractional Factorial Designs (Coursera)

Data Science

Explore the world of multifactor experiments with our introductory course on Factorial and Fractional Factorial Designs. Designed for those in engineering, science, and business, this course teaches you how to effectively design experiments where multiple factors are varied simultaneously. Master the art of analyzing data using ANOVA and unlock the potential to optimize processes and drive innovation.

Jun 29th 2026
4 Weeks
Statistics Probability ANOVA
Details
Random Models, Nested and Split-plot Designs (Coursera) Coursera
Arizona State University

Random Models, Nested and Split-plot Designs (Coursera)

Data Science

Dive into the world of Random Models, Nested and Split-Plot Designs with our expert-led online course. Gain a deep understanding of designing and analyzing experiments where factors are chosen at random, including nested factor studies and split-plot designs. Learn modern methods for estimating variability components crucial for assessing measurement systems' capability.

Jun 29th 2026
3 Weeks
Statistics Analysis Probability
Details
Natural Language Processing with Probabilistic Models (Coursera) Coursera
DeepLearning.AI

Natural Language Processing with Probabilistic Models (Coursera)

Data Science

Dive into the world of Natural Language Processing with Coursera's 'Natural Language Processing with Probabilistic Models' course. This specialized program will guide you through creating advanced algorithms for text correction, part-of-speech tagging, and more, using probabilistic models to understand and manipulate language data.

Jun 29th 2026
4 Weeks
NLP Machine Learning Neural Networks
Details
Natural Language Processing with Classification and Vector Spaces (Coursera) Coursera
DeepLearning.AI

Natural Language Processing with Classification and Vector Spaces (Coursera)

Data Science

Embark on a journey into the fascinating world of Natural Language Processing with this introductory course from Coursera's Natural Language Processing Specialization by deeplearning.ai. Gain expertise in performing sentiment analysis, understanding vector space models, reducing dimensionality with PCA, and creating basic translation algorithms using pre-computed word embeddings.

Jun 29th 2026
4 Weeks
Machine Learning Classification Logistic Regression
Details
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