Data Science Courses and Certifications

Coursera

Visualize and Alert AI Performance KPIs

Master AI performance monitoring through effective data visualization and proactive alerting systems that protect against budget overruns and performance issues.

• Coursera
• 2 hours 24 minutes
• Self-Paced
• Paid Course

EDUCBA

Master Apache Avro: Build & Apply Serialization Pipelines

Master schema-based serialization with Apache Avro through hands-on pipeline construction, from basic record creation to advanced DatumWriter workflows and type-safe code generation.

• Coursera
• 5 hours 18 minutes
• Self-Paced
• Paid Course

R Programming: Data Analysis and Modeling

Dive into R's data science capabilities with data manipulation, analysis, visualization using ggplot2, and statistical/machine learning modeling for predictions.

• Coursera
• 18 hours
• Self-Paced
• Paid Course

EDUCBA

Seaborn Python: Visualize & Analyze Data Distributions

Master advanced statistical plotting with Seaborn to analyze data distributions, create regression visualizations, and build insightful multivariate plots for enhanced data storytelling.

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

Hadoop and Spark Fundamentals: Unit 2

Master Hadoop MapReduce programming, Apache Pig, Hive QL, and Spark/PySpark through hands-on exercises including word counts, log analysis, and Wikipedia text processing for big data workflows.

• Coursera
• 6 hours 1 minute
• Self-Paced
• Paid Course

Coursera

Simulate with Monte Carlo

Master Monte Carlo simulation techniques to quantify risk and forecast outcomes, building robust models for ROI analysis and sensitivity testing using Python and Excel.

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

H2O.ai

DataPrep for H2O Driverless AI

Master data preparation techniques for machine learning using H2O's Driverless AI, covering tabular formats, time series analysis, and automated preprocessing for both supervised and unsupervised learning scenarios.

• Coursera
• 1 hour 9 minutes
• Self-Paced
• Paid Course

H2O.ai

H2O Cloud AI Developer Services

Discover how to build, deploy, and scale AI solutions using H2O Cloud's comprehensive suite of services for tabular data, NLP, computer vision, and AI-assisted development.

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

Coursera

Hands-On Python Challenge: TrendWave Media

Master Python data science through a real-world TrendWave Media project, applying professional workflows to extract insights and create portfolio-ready analysis.

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

Packt

Orchestrating Data Pipelines and Advanced Data Strategies

Master AWS data engineering by orchestrating pipelines, migrating datasets, and implementing advanced strategies using Step Functions, DMS, DataSync, and QuickSight.

• Coursera
• 8 hours 28 minutes
• Self-Paced
• Paid Course

Starweaver

Threat Hunting Techniques

Master advanced threat hunting by combining data science with cybersecurity to detect sophisticated attacks using ML algorithms, Splunk, and Jupyter Notebooks.

• Coursera
• 8 hours 37 minutes
• Self-Paced
• Paid Course

Coursera

Analyze Churn, Design Onboarding Success

Master analytical skills to diagnose user attrition through systematic churn analysis and establish measurable success criteria for onboarding features that drive retention.

• Coursera
• 1 hour 51 minutes
• Self-Paced
• Paid Course

Coursera

Analyze Data: Visualize, Summarize, and R

Master R fundamentals for financial data analysis through frequency analysis, data visualization, and categorical pattern interpretation with hands-on practice.

• Coursera
• 1 hour 37 minutes
• Self-Paced
• Paid Course

Tableau for Data-Driven Decision Makers

Master Tableau's powerful features to explore data visualizations, perform advanced analysis, create compelling reports, and make informed business decisions with confidence.

• Coursera
• 8 hours 15 minutes
• Self-Paced
• Paid Course

Packt

Data Visualization and Storytelling with Python

Master Python data visualization with Matplotlib, Seaborn, Bokeh, Plotly, and Folium to create stunning 2D, 3D, and interactive geographic plots that effectively communicate insights.

• Coursera
• 8 hours 20 minutes
• Self-Paced
• Paid Course