Statistical Analysis Courses and Certifications

Combining Physical and Statistical Models in Projected Global Warming

Combining physical and statistical models to narrow uncertainty in global warming projections, focusing on Earth's energy budget and model-observation relationships for more accurate future warming estimates.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Stanford EE274: Data Compression - Beyond IID Distributions: Conditional Entropy - Lecture 8

Explore conditional entropy and advanced data compression techniques beyond IID distributions in this Stanford lecture, enhancing understanding of complex information theory concepts.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Microcredential

Applied Data Science with Python

Gain practical data science skills using Python, covering statistical analysis, machine learning, visualization, text mining, and network analysis through hands-on projects and popular toolkits.

• Coursera
• 22 weeks, 7 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

Statistics with Python

Learn statistical analysis using Python, from data collection and visualization to advanced modeling, enhancing your ability to answer research questions with data-driven insights.

• Coursera
• 13 weeks, 4 hours a week
• On-Demand
• Paid Course
• 3 courses

Microcredential

Total Data Quality

Explore the Total Data Quality framework, focusing on evaluating and maximizing data quality before analysis. Learn essential steps for data collection, understanding sources, and improving quality in scientific investigations.

• Coursera
• 13 weeks, 2 hours a week
• On-Demand
• Paid Course

Exploratory Data Analysis for the Public Sector with ggplot

10 ratings at Coursera

Develop data visualization skills using R and ggplot2 for public sector analysis. Learn to create informative charts, explore distributions, and apply best practices in data presentation for public administration.

• Coursera
• 18 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Science for Health Research

Learn to organize, visualize, and analyze health data using R for statistical modeling, linear regression, and logistic regression to make data-informed decisions in public health.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Python for Data Science Bootcamp

288 ratings at Noble Desktop

Master Python programming and data analysis through hands-on projects, from basic syntax to advanced visualization techniques using NumPy, Pandas, and Matplotlib for real-world data exploration.

• Noble Desktop
• On-Demand
• Paid Course

Microcredential

Programming for Data Science with R

51 ratings at Udacity

Aprenda análise de dados e programação em R, incluindo SQL, fundamentos de R, visualização, análise estatística e controle de versão com Git e GitHub. Projetos práticos aplicam habilidades a dados reais.

• Udacity
• 2 months 2 weeks 5 days 24 minutes
• On-Demand
• Paid Course

Introduction to Data Science with R

Master R programming fundamentals, data manipulation, visualization, and predictive modeling while building practical skills for analyzing and transforming data using powerful statistical tools.

• CodeSignal
• On-Demand
• Free Certificate

Feature Engineering and Correlation Analysis in Pandas

Master feature engineering techniques and correlation analysis in Pandas to create meaningful data insights, visualize relationships through heatmaps, and enhance predictive modeling capabilities.

• CodeSignal
• On-Demand
• Free Certificate

Regression Analysis to Model Diamond Prices

Master regression analysis techniques to predict diamond prices through data splitting, model training, evaluation, and advanced visualization methods.

• CodeSignal
• On-Demand
• Free Certificate

Hypothesis Testing with Python

Master statistical analysis through hands-on Python implementation of t-tests, Mann-Whitney U tests, ANOVA, and Chi-Square tests to make data-driven decisions and validate hypotheses.

• CodeSignal
• On-Demand
• Free Certificate

Regression and Gradient Descent

Master regression algorithms from scratch, implementing linear and logistic regression using gradient descent. Build predictive models without relying on high-level libraries for deep mathematical understanding.

• CodeSignal
• On-Demand
• Free Certificate

Intro to Data Visualization with Titanic

Master data visualization techniques using Python libraries while analyzing the Titanic dataset - create insightful plots, explore statistical patterns, and transform raw data into meaningful visual stories.

• CodeSignal
• On-Demand
• Free Certificate