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Course
• OnlinePython for Data Science MasterClass
Use Python to analyze data, make perfect visualizations, find patterns & make decisions based on the analyzed data.
Last updated 3 years ago
EGP 1600
EGP 3200
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32 students are interested in this course
PROVIDED BY
Sprints.ai
What you will learn
- Understand the importance of Data Science (DS)
- Explore the difference between Data Science Specializations and career tracks
- Master the usage of Python variables, loops and conditional statements to create your first programs
- Learn how to read, write, format and analyze documents using Python
- Learn how to use Anaconda, Matplotlib and Pandas
- Learn how to clean data your data from typos wrong formats and false numbers
- Learn how to use P-values in Data Science
- Understand how to use F-measure for comparing the performance of models
- Apply A/B testing method to various use cases
- Learn Principal Component Analysis
- Master how to code in Jupyter Notebook
- Master data visualization & prediction Models
- Understand how to make clear, precise and tangible results to present
This MasterClass has a unique delivery approach that consists of:
- 30% Interactive Online Workshops
- 30% Self-Paced
- 40% Guided Practices
If you are a/an:
- Data enthusiast who is targeting Data Science as a career choice
- Data enthusiast who is targeting Business Analyst / Data Analyst / Data Scientist jobs
- Career shifter who is looking for a better opportunity in Data Science
- If you want to speak the data science language and have a good understanding of the domain
- If you are passionate to learn more about Data Science, Python, and Data Visualization and Prediction
Prerequisites
- No prior Data Science experience is required.
- You’ll need to install Python IDE. We will show you how to do that step by step.
- Basic linear algebra knowledge is a big plus.
- Previous programming experience in any language.
Masterclass Syllabus
- Why Data Science (DS)?
- What is Data Science?
- Why Python?
- What is a Data Science profession?
- Applications of Data Science
- Python Deep Dive
- Anaconda, Matplotlib and Pandas
- Statistics fundamentals as needed in Data Science
- Jupyter Notebook
- Data visualization & prediction
About Sprints.ai
Sprints is the first end-to-end solution to bridge the tech talent gap in MEA. Starting from assessing the talent, delivering a customized learning journey, guaranteeing a top-paying job, then supporting our alumni's career growth.