# 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 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**.