Python for Data Science and Machine Learning
edX
19 Courses
Harvard University is a globally recognized, private Ivy League research university based in Cambridge, Massachusetts. Established in 1636, it is one of the most ancient institutions of higher learning in the United States.
Overview
Have you considered a career in data science and machine learning but didn't know where to begin?
The demand for professionals in machine learning (ML) and artificial intelligence (AI) is growing exponentially. With the ever-evolving data science landscape, the need for skilled data science analysts and engineers, especially those proficient in Python, is increasing. As machine learning tools become more accessible, their adoption by companies will lead to a higher demand for these professionals.
Industries such as finance, healthcare, e-commerce, and technology rely increasingly on data to drive strategic value and innovation, leveraging data-driven insights to gain a competitive edge. They seek experts in data analysis and machine learning techniques to meet their growth objectives.
Our comprehensive certificate program provides learners with the practical knowledge of machine learning and its applications, enabling them to launch or transition into a successful career in data science and machine learning with Python. The program covers facets of data analysis, predictive modeling, and machine learning techniques, offering hands-on experience with industry-standard tools like sklearn, Pandas, matplotlib, and numPy, and methodologies such as decision trees and complex algorithms like gradient boosting.
By completing this certificate, participants will gain hands-on experience in building and analyzing complex data sets using Python and machine learning, equipping themselves with the skills needed to enter a robust job market with diverse opportunities.
Participants should have prior experience in Python and statistics to succeed in this course. Consider exploring CS50’s Introduction to Programming with Python and statistics prerequisites, attainable through HarvardX's Fat Chance or Stat110 courses.
