What you will learn
- Build on your Python skills run basic machine learning models, evaluating the results and recognizing data bias to avoid underfitting or overfitting data.
- Gain hands-on experience using Python to solve real-world data problems.
- Explore regression models, including linear, multilinear, and polynomial models.
- Use popular Python libraries such as Pandas, numPy, matplotlib, and SKLearn.
- Explore advanced data science challenges through sample data sets, decision trees, and random forests.
Program Overview
Expert instruction
2 skill-building courses
Self-paced
Progress at your own speed
4 months
3 - 4 hours per week
Discounted price: $538.20
Pre-discounted price: $598USD
For the full program experience
Courses in this program
HarvardX's Data Science and Machine Learning Professional Certificate
- Introduction to Data Science with Python
- Machine Learning and AI with Python
- Job Outlook
Meet your instructor from Harvard University (HarvardX)
Experts from HarvardX committed to teaching online learning
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Discounted price: $538.20
Pre-discounted price: $598USD
2 courses in 4 months
FAQs
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