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Data, AI, and Cloud Courses

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619 Courses

Course

Streaming Concepts

  • BasicSkill Level
  • 4.5+
  • 437

Learn about the difference between batching and streaming, scaling streaming systems, and real-world applications.

Data Engineering

2 hours

Course

Python for Spreadsheet Users

  • BasicSkill Level
  • 4.8+
  • 432

Use your knowledge of common spreadsheet functions and techniques to explore Python!

Software Development

4 hours

Course

Introduction to Optimization in Python

  • IntermediateSkill Level
  • 4.6+
  • 431

Learn to solve real-world optimization problems using Pythons SciPy and PuLP, covering everything from basic to constrained and complex optimization.

Software Development

4 hours

Course

Statistical Thinking in Python (Part 2)

  • IntermediateSkill Level
  • 4.4+
  • 429

Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis testing.

Probability & Statistics

4 hours

Course

Building Dashboards with Dash and Plotly

  • IntermediateSkill Level
  • 4.6+
  • 427

Learn how to build interactive and insight-rich dashboards with Dash and Plotly.

Data Visualization

4 hours

Course

Financial Analytics in Google Sheets

  • BasicSkill Level
  • 4.2+
  • 427

Learn how to build a graphical dashboard with Google Sheets to track the performance of financial securities.

Applied Finance

4 hours

Course

Power BI for End Users

  • BasicSkill Level
  • 4.4+
  • 425

Explore Power BI Service, master the interface, make informed decisions, and maximize the power of your reports.

Reporting

1 hour

Course

Manipulating Time Series Data in R

  • IntermediateSkill Level
  • 4.6+
  • 423

Master time series data manipulation in R, including importing, summarizing and subsetting, with zoo, lubridate and xts.

Data Manipulation

4 hours

Course

Azure App Services

  • IntermediateSkill Level
  • 4.6+
  • 420

Build and deploy scalable web apps and serverless functions in Azure while mastering security, monitoring, and automation.

Cloud

3 hours

Course

Time Series Analysis in Power BI

  • IntermediateSkill Level
  • 4.5+
  • 416

Learn to analyze data over time with this practical course on Time Series Analysis in Power BI. Work with real datasets & practice common techniques.

Data Visualization

5 hours

Course

Biomedical Image Analysis in Python

  • IntermediateSkill Level
  • 4.4+
  • 413

Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

Data Manipulation

4 hours

Course

Designing Machine Learning Workflows in Python

  • AdvancedSkill Level
  • 4.4+
  • 413

Learn to build pipelines that stand the test of time.

Machine Learning

4 hours

Course

Visualizing Time Series Data in Python

  • IntermediateSkill Level
  • 4.5+
  • 408

Visualize seasonality, trends and other patterns in your time series data.

Data Visualization

4 hours

Course

Hierarchical and Recursive Queries in SQL Server

  • AdvancedSkill Level
  • 4.7+
  • 407

Learn how to write recursive queries and query hierarchical data structures.

Software Development

4 hours

Course

Forecasting in R

  • BasicSkill Level
  • 4.5+
  • 403

Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

Probability & Statistics

5 hours

Course

Dealing with Missing Data in Python

  • IntermediateSkill Level
  • 4.5+
  • 402

Learn how to identify, analyze, remove and impute missing data in Python.

Data Manipulation

4 hours

Course

Introduction to Linear Modeling in Python

  • IntermediateSkill Level
  • 4.5+
  • 401

Explore the concepts and applications of linear models with python and build models to describe, predict, and extract insight from data patterns.

Probability & Statistics

4 hours

Course

Working with Dates and Times in R

  • IntermediateSkill Level
  • 4.8+
  • 399

Learn the essentials of parsing, manipulating and computing with dates and times in R.

Software Development

4 hours

Course

Corporate Finance Fundamentals

  • BasicSkill Level
  • 4.7+
  • 399

Learn key financial concepts such as capital investment, WACC, and shareholder value.

Applied Finance

2 hours

Course

Demystifying Decision Science

  • BasicSkill Level
  • 4.6+
  • 399

Solidify your decision science skills by designing data-informed frameworks and implementing efficient solutions.

Data Literacy

1 hour

Course

Transform and Analyze Data with Microsoft Fabric

  • BasicSkill Level
  • 4.3+
  • 398

Learn how to transform and analyze data within your Microsoft Fabric account

Other

4 hours

Course

Text-to-Query Agents with MongoDB and LangGraph

  • IntermediateSkill Level
  • 4.7+
  • 395

Discover how to talk to your data using text-to-query AI agents with MongoDB and LangGraph.

Artificial Intelligence

2 hours

Course

Building Recommendation Engines in Python

  • IntermediateSkill Level
  • 4.7+
  • 395

Learn to build recommendation engines in Python using machine learning techniques.

Machine Learning

4 hours

Course

Analyzing Survey Data in R

  • IntermediateSkill Level
  • 4.5+
  • 395

Learn survey design using common design structures followed by visualizing and analyzing survey results.

Probability & Statistics

4 hours

Course

Building AI Agents with CrewAI

  • IntermediateSkill Level
  • 4.6+
  • 394

Build AI teams that work together, automate workflows, and generate content with CrewAI.

Artificial Intelligence

1 hour

Course

Recommending Skincare Products

  • BasicSkill Level
  • 4.3+
  • 394

Test a chatbot that matches customers with ideal skincare products using your prompting skills for personalized results.

Artificial Intelligence

1 hour

Course

Data Fluency

  • BasicSkill Level
  • 4.4+
  • 392

Master data fluency! Learn skills for individuals and organizations, understand behaviors, and build a data-fluent culture.

Data Literacy

2 hours

Course

Concepts in Computer Science

  • BasicSkill Level
  • 4.6+
  • 378

Learn how computers work, design efficient algorithms, and explore computational theory to solve real-world problems.

Software Development

3 hours

Course

Functions for Manipulating Data in SQL Server

  • IntermediateSkill Level
  • 4.8+
  • 376

Learn the most important functions for manipulating, processing, and transforming data in SQL Server.

Data Manipulation

4 hours

Course

Image Modeling with Keras

  • AdvancedSkill Level
  • 4.6+
  • 373

Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating convolutional neural networks.

Artificial Intelligence

4 hours

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