Data Science Courses and Certifications

Quantifying Relationships with Regression Models

23 ratings at Coursera

Explore linear regression for measuring variable relationships. Learn to create, interpret, and evaluate bivariate and multivariate models, including binary dependent and interactive models. Develop skills to critically analyze regression analyses.

• Coursera
• 11 hours 13 minutes
• Self-Paced
• Paid Course

Visualizing Data in the Tidyverse

20 ratings at Coursera

Explore data visualization techniques using ggplot2 in R. Learn to create effective plots, customize aesthetics, and use extensions for advanced visualizations to enhance data analysis and communication.

• Coursera
• 16 hours 40 minutes
• Self-Paced
• Paid Course

Career Certificate

Social Media Analytics

19 ratings at Coursera

Master advanced social media analytics skills, from machine learning to network analysis. Gain practical insights to influence consumer behavior and enhance digital marketing strategies.

• Coursera
• 12 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 4 courses

What are the Chances? Probability and Uncertainty in Statistics

18 ratings at Coursera

Explore probability, uncertainty, and statistical significance in data analysis. Learn to interpret findings, conduct hypothesis tests, and understand regression analysis for informed decision-making.

• Coursera
• 10 hours 16 minutes
• Self-Paced
• Paid Course

Career Certificate

Applied Machine Learning

16 ratings at Coursera

Develop practical machine learning skills through hands-on application of supervised learning, ensemble methods, neural networks, and advanced techniques like CNNs and reinforcement learning.

• Coursera
• 12 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

Effective Presentations and Persuasive Writing

15 ratings at Coursera

Master effective presentations and persuasive writing techniques. Develop skills in slide design, argument structuring, and proposal writing. Learn to adapt communication styles and stay current with industry trends.

• Coursera
• 10 hours 35 minutes
• Self-Paced
• Paid Course

Coursera

Compare Stock Returns with Google Sheets

684 ratings at Coursera

Learn to analyze stock performance using Google Sheets, calculating key financial metrics like mean returns, variance, standard deviation, Sharpe ratio, and Sortino ratio for effective risk management and investment decisions.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Data Visualization Best Practices

20 ratings at Coursera

Learn effective data visualization techniques, from fundamentals to design principles, focusing on univariate methods and standard charts. Practice with Tableau for impactful visual storytelling.

• Coursera
• 8 hours 47 minutes
• Self-Paced
• Paid Course

Social Network Analysis

11 ratings at Coursera

Explore social network dynamics through graph theory, centrality measures, and statistical modeling. Gain skills to analyze relationships, identify influencers, and conduct hypothesis testing using R programming tools.

• Coursera
• 12 hours 32 minutes
• Self-Paced
• Paid Course

Practical Methodology and Ethics in AI

11 ratings at Coursera

Master practical AI methodologies while exploring ethical considerations, from model training to deployment, with emphasis on bias detection, probabilistic approaches, and creating responsible AI solutions.

• Coursera
• 6 hours 56 minutes
• Self-Paced
• Paid Course

Introduction to Applied Business Analytics

330 ratings at Coursera

Discover how to use Python for business data analytics, from cleaning and transforming data to creating visualizations and automating business problem-solving workflows.

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

Career Certificate

Big Data Processing Using Hadoop

10 ratings at Coursera

Master the Hadoop ecosystem for big data processing, from HDFS and MapReduce to advanced tools like Hive, Pig, and Spark. Develop practical skills for designing, deploying, and optimizing large-scale data solutions.

• Coursera
• 12 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 4 courses

Project Planning

14 ratings at Coursera

Master essential project planning techniques to develop quality metrics, assess risks, create accurate estimates, and build effective schedules while understanding contract types and resource management fundamentals.

• Coursera
• 1 day 14 hours 59 minutes
• Self-Paced
• Paid Course

Predictive Modeling, Model Fitting, and Regression Analysis

75 ratings at Coursera

Explore predictive modeling techniques, including supervised and unsupervised approaches, model fitting, and regression analysis. Develop skills in data classification, decision trees, and linear regression through hands-on activities.

• Coursera
• 4 hours 26 minutes
• Self-Paced
• Paid Course

Big Data, Genes, and Medicine

287 ratings at Coursera

Explore the intersection of big data and genomics, learning to analyze and interpret genetic information for healthcare applications using R programming and bioinformatics techniques.

• Coursera
• 1 day 16 hours 5 minutes
• Self-Paced
• Paid Course