Computational Thinking in Data Science

Computational thinking is about mastering the logical reasoning and flow of the project, irrespective of programming language used

Image by Benjamin O. Tayo

I. Introduction

Figure 1. Various programming languages for data science and machine learning. Image by Benjamin O. Tayo

II. Data Visualization Workflow

Figure 2. Typical workflow for a data visualization project. Image by Benjamin O. Tayo

III. Machine Learning Workflow

Figure 3. Typical workflow for a machine learning project. Image by Benjamin O. Tayo

IV. Summary and Conclusion

Additional data science/machine learning resources

Physicist, Data Science Educator, Writer. Interests: Data Science, Machine Learning, AI, Python & R, Personal Finance Analytics, Materials Sciences, Biophysics

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