IIRF Online > Business > Business Analytics & Intelligence > Business Analytics > The Data Literacy Course: Learn How to Work With Data
The Data Literacy Course: Learn How to Work With Data by Udemy
Read, Understand, and Analyze Data
Course Highlights
- Acquire Data Literacy
- Learn from a Professional with a Proven Track Record and Valuable Experience
- Master the Language of Data
- Interpret Data Professionally
- Become Familiar with Modern Business Analytics Techniques
- How to Use Data to Improve Business Decisions
- Advance Your Career
- Make Better and Faster Decisions Using Data
- Employ Data Effectively
- Uncover Findings and Insights Independently
Skills you will learn!
Curriculum
5 Topics
What does the course cover? What is Data Literacy?
Why do we Need Data Literacy?
Data-driven Decision Making
Benefits of Data Literacy
How to Get Started?
17 Topics
Data Definition
Qualitative vs. Quantitative Data
Structured vs. Unstructured Data
Data at Rest vs. Data in Motion
Transactional vs. Master Data
Big Data
Storing Data
Database
Data Warehouse
Data Marts
The ETL Process
Apache Hadoop
Data Lake
Cloud Systems
Edge Computing
Batch vs. Stream Processing
Graph Database
16 Topics
Analysis vs. Analytics
Descriptive Statistics
Inferential Statistics
Business Intelligence (BI)
Artificial Intelligence (AI)
Machine Learning (ML)
Supervised Learning
Regression Analysis
Time Series Forecasting
Classification
Unsupervised Learning
Clustering
Association Rules
Reinforcement Learning
Deep Learning
Natural Language Processing (NLP)
5 Topics
Reading Data
Data Quality Assessment
Data Description
Measures of Central Tendency
Measures of Spread
16 Topics
Data Interpretation
Correlation Analysis
Correlation Coefficient
Correlation and Causation
Simple Linear Regression
R-Squared
Forecasting
Forecast Errors
Statistical Tests
Hypothesis Testing
P-Value
Statistical Significance
Classification
Accuracy
Recall and Precision
Bonus Lecture
The Data Literacy Course: Learn How to Work With Data
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