Data Science Courses and Certifications

EDUCBA

Hadoop Projects: Analyze & Optimize Big Data

Master Hadoop's distributed ecosystem through hands-on projects analyzing log data, sales analytics, tourism surveys, and e-commerce performance using MapReduce, Pig, and Hive.

• Coursera
• 9 hours 54 minutes
• Self-Paced
• Paid Course

Coursera

Visualize and Chart Marketing Data Fast

Master rapid data visualization techniques to transform marketing data into compelling charts and insights using industry-standard BI tools in just 90 minutes.

• Coursera
• 1 hour 36 minutes
• Self-Paced
• Paid Course

Packt

AI Demystified - A Simple Guide for Newcomers

Discover AI fundamentals from history to future trends, covering machine learning, deep learning, NLP, and transformers in this beginner-friendly guide.

• Coursera
• 6 hours 54 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze and Apply Statistical Methods Using Minitab

Master statistical analysis and data-driven decision-making through hands-on Minitab applications, from descriptive statistics to advanced process control and measurement systems.

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

EDUCBA

Apply Data Analytics with Minitab for Business Decisions

Master statistical data analytics with Minitab through real corporate case studies from Reliance, Infosys, and Tech Mahindra to make confident, data-driven business decisions.

• Coursera
• 8 hours 55 minutes
• Self-Paced
• Paid Course

Coursera

Fix Data Bottlenecks: Optimize Spark Performance

Unlock advanced Spark optimization techniques to eliminate data bottlenecks, analyze execution plans, and resolve shuffle inefficiencies for peak distributed system performance.

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

Coursera

Engineer, Validate, and Govern ML Data

Master ML data pipeline engineering with ETL workflows, data quality validation, and governance using Airflow and Spark for production-ready systems.

• Coursera
• 2 hours 29 minutes
• Self-Paced
• Paid Course

Coursera

Present Compelling Executive Reports with Data

Master the art of transforming complex data into executive-ready reports that drive leadership decisions through compelling narratives and strategic visualizations.

• Coursera
• 1 hour 39 minutes
• Self-Paced
• Paid Course

Coursera

Transform Data: Cleanse, Encode, Validate

Master practical data transformation techniques using Python and pandas to cleanse messy datasets, handle missing values, encode categorical features, and validate data quality for reliable analytics.

• Coursera
• 2 hours 7 minutes
• Self-Paced
• Paid Course

Coursera

Build & Transform Data Pipelines

Master automated data pipeline creation using Python, dbt, and Airflow to transform raw data into analytics-ready insights on cloud platforms like AWS and Snowflake.

• Coursera
• 1 hour 40 minutes
• Self-Paced
• Paid Course

Coursera

Dashboarding and Funnel Analytics for Product Insights

Master transforming raw user data into actionable insights through interactive dashboards, funnel analytics, and retention analysis to drive business growth and optimization.

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

Packt

Data Engineering with Scala and Spark

Master building scalable data pipelines with Scala and Spark, covering streaming/batch processing, performance tuning, testing, CI/CD, and cloud deployment for data engineers.

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

Packt

Python Data Analysis

Master Python data analysis using NumPy, pandas, and scikit-learn. Clean, process, and visualize data, apply machine learning, and work with databases for real-world data projects.

• Coursera
• 1 day 4 hours 10 minutes
• Self-Paced
• Paid Course

Coursera

Apply Data Lake Transactions & Versioning

Master transactional data lake management with ACID guarantees, versioning, and schema evolution using open-source tools for reliable enterprise-grade data pipelines.

• Coursera
• 1 hour 42 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze Financial & Market Data Using SPSS Regression

Master financial data analysis through hands-on SPSS regression projects using real market datasets to build job-ready analytical skills for finance roles.

• Coursera
• 5 hours 59 minutes
• Self-Paced
• Paid Course