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- Applied Data Analysis
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- Data Lakes on AWS
- Data Silos, Lakes, & Streams Introduction
- Hadoop HDFS File Permissions
- Working with Files in Hadoop HDFS
- Introduction to the Shell for Hadoop HDFS
- Hadoop HDFS Getting Started
- Developing a Basic MapReduce Hadoop Application
- Hadoop & MapReduce Getting Started
- Apache Spark Getting Started
- Inferential Statistics
- Common Approaches to Sampling Data
- Simple Descriptive Statistics
- R Classification & Clustering
- R Regression Methods
- Data Exploration using R
- R Data Structures
- Importing & Exporting Data using R
- Python - Introduction to Pandas and DataFrames
- Python - Manipulating & Analyzing Data in Pandas DataFrames
- Python - Advanced Operations with NumPy Arrays
- Python - Introduction to NumPy for Multi-dimensional Data
- Data Engineering Getting Started
- Data Architecture Getting Started
- Product, Pricing, and Promotion in the Marketing Mix
- Big Data Fundamentals
- Expert Insights on Motivating People
- Mac Kremer's Transcript
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