1. Big Data Analytics Tutorial
- Big Data Analytics Overview
- Big Data Analytics Data Life Cycle
- Big Data Analytics Methodology
- Big Data Analytics Core Deliverables
- Big Data Analytics Key Stakeholders
- Big Data Analytics Data Analyst
- Big Data Analytics Data Scientist
2. Big Data Analytics Project
- Data Analytics – Problem Definition
- Big Data Analytics Data Collection
- Big Data Analytics Cleansing data
- Big Data Analytics Summarizing
- Big Data Analytics Data Exploration
- Data Visualization
3. Big Data Analytics Methods
- Big Data Analytics Introduction to R
- Data Analytics Introduction to SQL
- Big Data Analytics Charts & Graphs
- Big Data Analytics Data Tools
- Data Analytics Statistical Methods
4. Advanced Methods
- Machine Learning for Data Analysis
- Naive Bayes Classifier
- K-Means Clustering
- Association Rules
- Big Data Analytics – Decision Trees
- Logistic Regression
- Big Data Analytics Time Series
- Big Data Analytics Text Analytics
- Big Data Analytics Online Learning
Hadoop Tutorials
1. Hadoop Big Data
- Hadoop Big Data Overview
- Hadoop Big Data Solutions
- Hadoop Introduction
- Hadoop Environment Setup
- Hadoop HDFS Overview
- Hadoop HDFS Operations
- Hadoop Command Reference
- Hadoop MapReduce
- Hadoop Streaming
- Hadoop Multi Node Cluster
Data Modeling with DAX Tutorials
- Data Modeling with DAX Overview
- Data Modeling with DAX Concepts
- Data Modeling Using Excel Power Pivot
- Loading Data into the Data Model
- Defining Data Types in the Data Model
- Understanding Data Tables
- Extending the Data Model
- Base Finance Measures & Analysis
- YoY Finance Measures & Analysis
- Variance Measures & Analysis
- Year-to-Date Measures & Analysis
- Quarter-to-Date Measures & Analysis
- Budget Measures & Analysis
- Forecast Measures & Analysis
- Count of Months Measures
- Ending Headcount Measures
- Average Headcount Measures
- Total Headcount Measures
- YoY Headcount Measures & Analysis
- Variance Headcount Measures
- Cost Per Headcount Measures & Analysis
- Rate Variance & Volume Variance