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Online Courses, from basic statistics to Big Data and Analytics, from Statistics.com


Statistics.com offers a rich array of online courses to accelerate your data science career or help upgrade the skills of your Big Data team. Small classes, not MOOCs, taught by top instructors - people who write the textbooks and have real industry experience.

Statistics Com Institute

Statistics.com offers a rich array of online courses to accelerate your career or help upgrade the skills of your team. Small classes, not MOOCs. Top instructors: our online courses are taught by the people who write the textbooks and have real industry experience. Ask them your questions!

Basic statistical literacy for anyone (if it's been a while since you've taken a stats course)
  • Statistics 1
  • Statistics 2

 
Big Data analytics for programmers:
  • SQL and R - Introduction to Database Queries
  • Big Data Computing with Hadoop
  • Big Data Ingestion with APIs
  • R Programming (introductory, intermediate, advanced)
  • Visualization in R using ggplot2
  • Introduction to Python for Analytics
  • Social Data Mining with Python
  • Introduction to SAS Programming for Analytics
  • Graphics in R
  • Data Mining in R
  • Mapping in R
  • Spatial Analysis Techniques in R
  • Text Mining with Python
  • NLP with NLTK

 
Big Data analytics for business analysts:
  • Predictive Analytics 1 - Machine Learning Tools
  • Predictive Analytics 2 - Neural Nets and Regression
  • Predictive Analytics 3 - Dimension Reduction, Clustering and Association Rules
  • Forecasting Analytics(for time series)
  • Financial Risk Modeling
  • Risk Simulation and Queuing
  • Optimization - Linear Programming
  • Integer & Nonlinear Programming and Network Flow
  • Choice Modeling
  • Social Network Analysis
  • Interactive Data Visualization

 





  If you are involved in research that uses statistical methods
  • Regression Analysis (for numerical data outcomes)
  • Logistic Regression (for binary outcomes)
  • Modeling Count Data (for counts)
  • Cluster Analysis
  • Resampling Statistics
  • Bayesian Modeling (5 courses)
  • Structural Equation Modeling (SEM)


 
Catalog of courses

Certificate Programs.

Analytics Quick Quiz