Data Science Courses and Certifications

Behavioral Finance

4551 ratings at Coursera

Explore how psychological biases affect financial decisions and learn strategies to make better choices in spending, saving, and investing for improved financial outcomes.

• Coursera
• 5 hours 17 minutes
• Self-Paced
• Paid Course

Storytelling and Persuading with Data and Digital Technology

9 ratings

Learn to craft compelling data-driven stories, create insightful visualizations, and build persuasive presentations for business professionals. Develop skills in customer training to enhance product engagement and digital transformation success.

• Coursera
• 6 hours 57 minutes
• Self-Paced
• Paid Course

Qualitative Research Methods

5 ratings

Explore qualitative research methods in social science, covering data collection, analysis, and interpretation. Learn observation, interviewing, and analytical techniques through hands-on assignments and key concepts.

• Coursera
• 1 day 2 hours 49 minutes
• Self-Paced
• Paid Course

Construction Cost Estimating and Cost Control

2256 ratings at Coursera

Learn construction cost estimation, from conceptual to detailed design phases. Master cost control methods, including Earned Value Method. Explore project closeout, procurement, and technology trends in cost management.

• Coursera
• 22 hours 51 minutes
• Self-Paced
• Paid Course

Grow to Greatness: Smart Growth for Private Businesses, Part I

6 ratings

This course focuses on challenges faced by existing private businesses when they attempt to grow substantially.

• Coursera
• 9-10 hours
• Self-Paced
• Paid Course

Data Science Dojo

Getting Started with Python and R for Data Science

Learn to set up Python and R for data science, create a simple linear regression model, and push code to GitHub. Suitable for Windows, Mac, and Linux users.

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

Derek Banas

Linear Regressions with StatsModels - Data Science Tutorial

Learn to create linear regressions using StatsModels, exploring datasets and examples with NumPy, Pandas, Matplotlib, and Seaborn. Analyze professor ratings and tipping strategies through practical applications.

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

Nicholas Renotte

Pandas for Data Science - Python Crash Course

Learn essential Pandas skills for data science quickly. Create, update, visualize, and preprocess data frames from various sources, then output to CSV, JSON, and HTML formats.

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

1littlecoder

Build Streamlit Dashboard Template for Python Data Science

Learn to build interactive data science dashboards using Streamlit in Python, covering layout design, data visualization, and customization techniques for creating professional-looking web applications.

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

Alan Turing Institute

Data Science for Medicine

Exploring the transformative impact of machine learning on medicine, from personalized diagnosis to treatment estimation and medical discovery, emphasizing novel methods for complex medical data.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Gopher Academy

Go for Data Science

Explore Go's potential in data science, covering its advantages, ecosystem, and practical applications for data processing and analysis.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

From Notebook to Kubeflow Pipelines to KFServing - The Data Science Odyssey

Hands-on tutorial demonstrating how to build, optimize, and execute complex Kubeflow workflows, from Jupyter Notebooks to automated pipelines, hyperparameter tuning, and model serving with KFServing.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

Nicholas Renotte

Build a TikTok Data Science App with Streamlit and Python - Data Science Project

Learn to build a real-time TikTok data analytics dashboard using Python, Streamlit, and Plotly. Covers data extraction, ETL pipeline creation, and interactive visualization techniques.

• YouTube
• 2 hours 17 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Python for Data Science - Beginner Friendly Full Course

Comprehensive Python tutorial covering fundamentals, data structures, control flow, functions, OOP, modules, file handling, and math operations, with practical data science applications and projects.

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

Nicholas Renotte

Python for Data Science - Getting Started

Learn Python for data science: set up Jupyter Notebooks, understand its basics, write your first code, and explore Python in various environments. Perfect for beginners starting their data science journey.

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