Data Science Courses and Certifications

파이썬의 데이터 과학 소개

파이썬과 pandas를 활용한 데이터 과학 입문: 데이터 조작, 정리, 분석 기술 습득. 람다, CSV 파일 처리, numpy, Series, DataFrame 등 학습. 기본 통계 분석 실행 능력 배양.

• Coursera
• 1 day 6 hours 59 minutes
• Self-Paced
• Paid Course

Career Certificate

FinTech Bootcamp

810 ratings at Noble Desktop

Master Python, data science, and financial analysis skills to build a career in FinTech. Learn data visualization, machine learning, SQL, automation, and create interactive dashboards for real-world applications.

• Noble Desktop
• 114 hours
• Self-Paced
• $4,995.00

100 Days of Code™: The Complete Python Pro Bootcamp

418525 ratings at Udemy

Master Python by building 100 projects in 100 days. Learn data science, automation, build websites, games and apps!

• Udemy
• 2 days 8 hours 39 minutes
• Self-Paced
• Paid Course

AI, Archaeology, and Archives - How Data Science is Helping to Reveal Past Epidemics

2 ratings

Exploring malaria's impact through data science, integrating archaeological, historical, and genetic datasets to reveal socio-political influences on disease spread over the last 300 years.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Text Mining and Analytics

10 ratings

Explore statistical approaches for mining and analyzing text data, covering word associations, topic analysis, clustering, categorization, and sentiment analysis, with practical applications.

• Coursera
• 1 day 9 hours 29 minutes
• Self-Paced
• Paid Course

Great Learning

Python for Data Science - Data Science Tutorials for Beginners

Learn how to read data, process it, visualize and create reports. We also have our primary focus on Python to help you have your biggest leap into Data Science.

• YouTube
• 10 hours 12 minutes
• Self-Paced
• Free Video

Great Learning

Statistics for Data Science - Probability and Statistics for Engineers

Comprehensive 12-hour course covering essential statistics concepts for data science, from basics to advanced topics. Taught by Stanford PhD, includes practical applications and business problem-solving.

• YouTube
• 12 hours
• Self-Paced
• Free Video

Great Learning

Data Science for Beginners - Python for Data Science

This full course on Data Science from Great Learning is ideal for both beginners and professionals who want to upskill in one of the highly trending domains of the industry. It covers topics as fundamental as statistics and data to Logistic and Linear Re…

• YouTube
• 11 hours 9 minutes
• Self-Paced
• Free Video

Great Learning

Python for Data Science - Data Science with Python - Python for Data Analysis

Data science with python starts focuses on an introduction to Python and Python IDEs, followed by looking at data structures in Python. Then we look at object-oriented programming.

• YouTube
• 10 hours 56 minutes
• Self-Paced
• Free Video

Krish Naik

Complete Statistics for Data Science

Comprehensive statistics guide covering descriptive and inferential techniques, probability, hypothesis testing, and data analysis using Python. Ideal for aspiring data scientists and analysts.

• YouTube
• 5 hours 29 minutes
• Self-Paced
• Free Video

Krish Naik

Introduction to Statistics in Data Science

Comprehensive introduction to key statistical concepts in data science, covering population, sampling, variables, measurement scales, and data visualization techniques.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Keith Galli

Solving Real World Data Science Tasks With Python Beautiful Soup - Movie Dataset Creation

Learn web scraping with Python to create a Disney movie dataset, covering BeautifulSoup, data cleaning, APIs, and various Python libraries for real-world data science tasks.

• YouTube
• 3 hours 24 minutes
• Self-Paced
• Free Video

sentdex

Data Analysis and Data Science with Python and Pandas

Learn data analysis with Python and Pandas through practical examples. This tutorial covers installation, datasets, reading data, and basic operations to help you start working with Pandas independently.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Krish Naik

Python Crash Course for Data Science and Generative AI

Master Python fundamentals through hands-on projects covering data science, ML, and generative AI development in this comprehensive 5-day crash course.

• YouTube
• 5 hours 57 minutes
• Self-Paced
• Free Video

The Julia Programming Language

Julia for Data Science

Master Julia programming for data science through hands-on training in linear algebra, statistics, machine learning, neural networks, and visualization techniques.

• YouTube
• 4 hours 45 minutes
• Self-Paced
• Free Video