HarvardX’s Python for Data Science and Machine Learning Professional Certificate
Explore the fastest-growing career field with a certificate in Python for Data Science and Machine Learning
This course will give you the basic information you need to understand the fundamentals of cloud computing, including cloud services and cloud storage.
✅ 4 Months; 2-4 hours per week
✅ Self paced: Progress at your own speed
What You Will Learn
✅ 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.
✅ Build on your Python skills to run basic machine learning models, evaluating the results and recognizing data bias to avoid underfitting or overfitting data.
Job Outlook
✅ Employment of data scientists is projected to grow 35 percent from 2022 to 2032, much faster than the average for all occupations. (U.S. Bureau of Labor & Statistics)
✅ According to a report by LinkedIn, machine learning engineer was the fastest-growing job in the US in 2019, with a 344% increase in job postings since 2015.
✅ The demand for AI and ML specialists will grow by 40% from 2023 to 2027. (365datascience)
✅ The average salary for a Machine Learning Engineer in the US is $155,888. (BuiltIn.com)
✅ According to Fortune Business Insights, the global Machine Learning (ML) market size is expected to grow from $26.03 billion in 2023 to $225.91 billion by 2030.
