Data Science Courses and Certifications

Facebook

Data Analysis with R

18 reviews

Data is everywhere and so much of it is unexplored. Learn how to investigate and summarize data sets using R and eventually create your own analysis.

• Udacity
• 23 hours
• On-Demand
• Free Online Course

Institut des Hautes Etudes Scientifiques (IHES)

Statistics and Computer Science for Data Science at Paris-Saclay 2021

Explore cutting-edge machine learning, optimization, and deep learning through expert talks on neural networks, image restoration, and audio transformations.

• YouTube
• 4 hours 21 minutes
• On-Demand
• Free Video

The Data Science of Using People Analytics

859 ratings at LinkedIn Learning

Learn how to optimize talent acquisition, employee experience, and human resource management using people analytics.

• LinkedIn Learning
• 1 hour 1 minute
• On-Demand
• Free Trial Available

Python

21 reviews

Learn the most important language for data science.

• Kaggle
• 5 hours
• On-Demand
• Free Certificate

Text Mining and Analytics

10 reviews

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
• On-Demand
• Paid Course

Managing Data Analysis

9 reviews

Learn to effectively manage data analysis processes, from question formulation to result interpretation. Gain skills in directing teams, exploring datasets, and creating impactful presentations of statistical findings.

• Coursera
• 8 hours 43 minutes
• On-Demand
• Paid Course

Brain Computer Interface With Python and OpenBCI

Explore brain-computer interfaces using Python and OpenBCI for EEG data analysis. Learn to collect, process, and interpret neural signals for innovative applications.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Serrano.Academy

Principal Component Analysis

Explore dimensionality reduction through PCA, covering variance, covariance, eigenvectors, and eigenvalues. Learn key concepts with visual explanations and practical applications in data analysis.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Fundamentals of Statistics

10 reviews

Develop a deep understanding of the principles that underpin statistical inference: estimation, hypothesis testing and prediction. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 17 weeks, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

Algorithms for Big Data

10 reviews

Explore advanced algorithmic techniques for handling massive datasets, enhancing your ability to process and analyze big data efficiently.

• YouTube
• 1 day 10 hours
• On-Demand
• Free Video

Data Visualization and Communication with Tableau

9 reviews

Master data visualization and communication with Tableau. Learn to create impactful business presentations, design effective dashboards, and tell compelling data stories to drive actionable insights and influence key stakeholders.

• Coursera
• 1 day 1 hour 12 minutes
• On-Demand
• Paid Course

DCO042 - Python For Informatics

14 reviews

Learn Python programming fundamentals and apply them to data analysis, web scraping, and database management for practical informatics applications.

• Independent
• On-Demand
• Free Online Course

365 Data Science

Customer Analytics

35 reviews

Learn segmentation, targeting, positioning, marketing mix, and price elasticity to enhance your customer analytics skills and drive business growth.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Introduction to Data Science

31 reviews

Explore data science fundamentals, including data management, mining algorithms, and statistical modeling. Learn SQL and NoSQL solutions, MapReduce, and visualization techniques for effective data-driven insights.

• Coursera
• 8 weeks, 10-12 hours a week
• Finished
• Free Online Course (Audit)

Python Bootcamp: Vom Anfänger zum Profi, inkl. Data Science

31246 ratings at Udemy

Python komplett: Grundlagen, Webapps, Crawler, Numpy, Pandas, Module, OOP, IO, Machine Learning, Deep Learning,...

• Udemy
• 1 day 7 hours 37 minutes
• On-Demand
• Paid Course