Data Analyst Roadmap
Step by step guide to becoming an Android developer.
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1 Building a Strong Foundation
What is Data Analytics
Types of Data Analytics
Key Concepts of Data
Excel for Analysis
2 Gain Programming Skills
Python
R
Pandas
Dplyr
3 Mastering Data Handling
Learn SQL
Data Collection
Data Cleanup
4 Statistical Analysis
Descriptive Analysis
Distribution Space
Hypothesis Testing
Regression
5 Data Visualization
Tableau
Power BI
Matplotlib
Seaborn
Ggplot2
Charting Techniques
6 Machine Learning
Machine Learning Types
Popular ML Algorithms
Model Evaluation
Frameworks
7 Advanced & Continuing Ed
Big Data Technologies
Build a Portfolio
Kaggle Competitions
Stay Updated & Network