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Data, AI, and Cloud Courses

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668 Courses

Course

Multi-Modal Systems with the OpenAI API

  • IntermediateSkill Level
  • 4.7+
  • 430

Create multi-modal systems using OpenAIs text and audio models, including an end-to-end customer support chatbot!

Artificial Intelligence

2 hours

Course

Introduction to Financial Statements in Power BI

  • IntermediateSkill Level
  • 4.7+
  • 428

Discover how to use the income statement and balance sheet in Power BI

Applied Finance

4 hours

Course

Monitoring Machine Learning Concepts

  • IntermediateSkill Level
  • 4.6+
  • 424

Learn about the challenges of monitoring machine learning models in production, including data and concept drift, and methods to address model degradation.

Machine Learning

2 hours

Course

Working with Dates and Times in R

  • IntermediateSkill Level
  • 4.7+
  • 420

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

Software Development

4 hours

Course

Conquering Data Bias

  • BasicSkill Level
  • 4.7+
  • 418

Unlock your datas potential by learning to detect and mitigate bias for precise analysis and reliable models.

Data Management

2 hours

Course

Databricks with the Python SDK

  • AdvancedSkill Level
  • 4.3+
  • 416

Master Databricks with Python: learn to authenticate, manage clusters, automate jobs, and query AI models programmatically.

Artificial Intelligence

3 hours

Course

Cluster Analysis in R

  • IntermediateSkill Level
  • 4.9+
  • 415

Develop a strong intuition for how hierarchical and k-means clustering work and learn how to apply them to extract insights from your data.

Machine Learning

4 hours

Course

Generalized Linear Models in Python

  • AdvancedSkill Level
  • 4.6+
  • 414

Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.

Probability & Statistics

5 hours

Course

Machine Learning with caret in R

  • IntermediateSkill Level
  • 4.9+
  • 412

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

Machine Learning

4 hours

Course

Financial Analytics in Google Sheets

  • BasicSkill Level
  • 4.0+
  • 412

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

Applied Finance

4 hours

Course

Transform and Analyze Data with Microsoft Fabric

  • BasicSkill Level
  • 4.4+
  • 411

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

Other

4 hours

Course

Recommending Skincare Products

  • BasicSkill Level
  • 4.4+
  • 409

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

Artificial Intelligence

1 hour

Course

Categorical Data in the Tidyverse

  • BasicSkill Level
  • 4.3+
  • 409

Get ready to categorize! In this course, you will work with non-numerical data, such as job titles or survey responses, using the Tidyverse landscape.

Data Manipulation

4 hours

Course

Object-Oriented Programming with S3 and R6 in R

  • AdvancedSkill Level
  • 4.5+
  • 408

Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.

Software Development

4 hours

Course

Winning a Kaggle Competition in Python

  • AdvancedSkill Level
  • 4.7+
  • 404

Learn how to approach and win competitions on Kaggle.

Machine Learning

4 hours

Course

Feature Engineering with PySpark

  • AdvancedSkill Level
  • 4.6+
  • 404

Learn the gritty details that data scientists are spending 70-80% of their time on; data wrangling and feature engineering.

Data Manipulation

4 hours

Course

Anomaly Detection in Python

  • IntermediateSkill Level
  • 4.7+
  • 396

Detect anomalies in your data analysis and expand your Python statistical toolkit in this four-hour course.

Probability & Statistics

4 hours

Course

Data Fluency

  • BasicSkill Level
  • 4.5+
  • 394

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

Data Literacy

2 hours

Course

Fine-Tuning with Llama 3

  • IntermediateSkill Level
  • 4.6+
  • 393

Fine-tune Llama for custom tasks using TorchTune, and learn techniques for efficient fine-tuning such as quantization.

Artificial Intelligence

2 hours

Course

Marketing Analytics in Google Sheets

  • IntermediateSkill Level
  • 4.5+
  • 392

Learn how to ensure clean data entry and build dynamic dashboards to display your marketing data.

Reporting

4 hours

Course

Monte Carlo Simulations in Python

  • IntermediateSkill Level
  • 4.5+
  • 391

Learn to design and run your own Monte Carlo simulations using Python!

Probability & Statistics

4 hours

Course

Dealing with Missing Data in Python

  • IntermediateSkill Level
  • 4.4+
  • 388

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

Data Manipulation

4 hours

Course

Intermediate R for Finance

  • BasicSkill Level
  • 4.4+
  • 385

Learn about how dates work in R, and explore the world of if statements, loops, and functions using financial examples.

Applied Finance

5 hours

Course

Visualizations in Sigma

  • BasicSkill Level
  • 4.8+
  • 382

Learn to build and customize Sigma charts to tell clear, compelling data stories—no coding required.

Data Visualization

2 hours

Course

Case Study: Mortgage Trading Analysis in Power BI

  • IntermediateSkill Level
  • 4.7+
  • 382

In this Power BI case study you’ll play the role of a junior trader, analyzing mortgage trading and enhancing your data modeling and financial analysis skills.

Applied Finance

3 hours

Course

Streaming Data with AWS Kinesis and Lambda

  • AdvancedSkill Level
  • 4.4+
  • 380

Learn how to work with streaming data using serverless technologies on AWS.

Cloud

4 hours

Course

Time Series Analysis in Power BI

  • IntermediateSkill Level
  • 4.4+
  • 379

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

Functions for Manipulating Data in SQL Server

  • IntermediateSkill Level
  • 4.8+
  • 377

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

Data Manipulation

4 hours

Course

Financial Modeling in Google Sheets

  • IntermediateSkill Level
  • 4.3+
  • 372

Learn basic business modeling including cash flows, investments, annuities, loan amortization, and more using Google Sheets.

Applied Finance

4 hours

Course

Case Study: Inventory Analysis in Power BI

  • IntermediateSkill Level
  • 4.8+
  • 371

This Power BI case study follows a real-world business use case on tackling inventory analysis using DAX and visualizations.

Data Visualization

5 hours

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