Introduction to Data Science with Python
offered by Harvard University

Private University
3 Campuses
Estd. 1636

Introduction to Data Science with Python
at
Harvard University
Overview

Duration	8 weeks
Total fee	₹199
Mode of learning	Online
Difficulty level	Intermediate
Course Level	UG Certificate

Introduction to Data Science with Python
at
Harvard University
Highlights

Earn a certificate of completion from Harvard University

Introduction to Data Science with Python
at
Harvard University
Course details

Skills you will learn

R Python Statistics Data analysis Data Science

What are the course deliverables?

Gain hands-on experience and practice using Python to solve real data science challenges
Practice Python coding for modeling, statistics, and storytelling
Utilize popular libraries such as Pandas, numPy, matplotlib, and SKLearn
Run basic machine learning models using Python, evaluate how those models are performing, and apply those models to real-world problems
Build a foundation for the use of Python in machine learning and artificial intelligence, preparing you for future Python study

More about this course

Data science is an ever-evolving field, using algorithms and scientific methods to parse complex data sets
Data scientists use a range of programming languages, such as Python and R, to harness and analyze data
This course focuses on using Python in data science
By the end of the course, you?ll have a fundamental understanding of machine learning models and basic concepts around Machine Learning (ML) and Artificial Intelligence (AI)
Using Python, learners will study regression models (Linear, Multilinear, and Polynomial) and classification models (kNN, Logistic), utilizing popular libraries such as sklearn, Pandas, matplotlib, and numPy
The course will cover key concepts of machine learning such as: picking the right complexity, preventing overfitting, regularization, assessing uncertainty, weighing trade-offs, and model evaluation
Participation in this course will build your confidence in using Python, preparing you for more advanced study in Machine Learning (ML) and Artificial Intelligence (AI), and advancement in your career

Introduction to Data Science with Python
at
Harvard University
Curriculum

Computer Science, Data Science

Introduction to Data Science with Python
at
Harvard University
Faculty details

Pavlos Protopapas

Designation : Scientific Program Director, Institute for Applied Computational Science, John A. Paulson School of Engineering and Applied Sciences, Harvard University