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Data, AI, and Cloud Courses

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619 Courses

Course

Building Chatbots in Python

  • IntermediateSkill Level
  • 4.4+
  • 594

Learn the fundamentals of how to build conversational bots using rule-based systems as well as machine learning.

Machine Learning

4 hours

Course

Importing and Managing Financial Data in Python

  • IntermediateSkill Level
  • 4.5+
  • 593

In this course, youll learn how to import and manage financial data in Python using various tools and sources.

Applied Finance

5 hours

Course

Data Transformation in Alteryx

  • BasicSkill Level
  • 4.7+
  • 592

Unlock Alteryx for data transformation, mastering Crosstab, Transpose, and workflow optimization in this interactive course.

Data Manipulation

2 hours

Course

Visualizing Geospatial Data in Python

  • IntermediateSkill Level
  • 4.6+
  • 592

Learn how to make attractive visualizations of geospatial data in Python using the geopandas package and folium maps.

Data Visualization

4 hours

Course

Input/Output and Streams in Java

  • IntermediateSkill Level
  • 4.5+
  • 591

Advance your Java skills by learning to handle files, process data, and build clean, reusable code using real-world techniques.

Software Development

4 hours

Course

Data Processing in Shell

  • IntermediateSkill Level
  • 4.6+
  • 589

Learn powerful command-line skills to download, process, and transform data, including machine learning pipeline.

Data Manipulation

4 hours

Course

Introduction to Network Analysis in Python

  • IntermediateSkill Level
  • 4.5+
  • 586

This course will equip you with the skills to analyze, visualize, and make sense of networks using the NetworkX library.

Probability & Statistics

4 hours

Course

Time Series Analysis in R

  • IntermediateSkill Level
  • 4.8+
  • 584

Learn the core techniques necessary to extract meaningful insights from time series data.

Probability & Statistics

4 hours

Course

Introduction to Financial Concepts in Python

  • BasicSkill Level
  • 4.5+
  • 581

Using Python and NumPy, learn the most fundamental financial concepts.

Applied Finance

4 hours

Course

Case Study: Analyzing Healthcare Data in Power BI

  • IntermediateSkill Level
  • 4.7+
  • 575

Practice Power BI with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.

Data Visualization

4 hours

Course

Fraud Detection in Python

  • IntermediateSkill Level
  • 4.5+
  • 571

Learn how to detect fraud using Python.

Machine Learning

4 hours

Course

Intermediate Importing Data in R

  • IntermediateSkill Level
  • 4.7+
  • 568

Parse data in any format. Whether its flat files, statistical software, databases, or data right from the web.

Data Preparation

3 hours

Course

Multi-Modal Systems with the OpenAI API

  • IntermediateSkill Level
  • 4.7+
  • 560

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

Artificial Intelligence

2 hours

Course

Foundations of Inference in R

  • IntermediateSkill Level
  • 4.4+
  • 557

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

Probability & Statistics

4 hours

Course

Marketing Analytics in Google Sheets

  • IntermediateSkill Level
  • 4.2+
  • 553

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

Reporting

4 hours

Course

Statistical Techniques in Tableau

  • IntermediateSkill Level
  • 4.6+
  • 552

Take your reporting skills to the next level with Tableau’s built-in statistical functions.

Probability & Statistics

4 hours

Course

Improving Query Performance in SQL Server

  • IntermediateSkill Level
  • 4.5+
  • 539

In this course, students will learn to write queries that are both efficient and easy to read and understand.

Software Development

4 hours

Course

Introduction to Portfolio Analysis in Python

  • AdvancedSkill Level
  • 4.7+
  • 537

Learn how to calculate meaningful measures of risk and performance, and how to compile an optimal portfolio for the desired risk and return trade-off.

Applied Finance

4 hours

Course

Streaming Data with AWS Kinesis and Lambda

  • AdvancedSkill Level
  • 4.7+
  • 532

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

Cloud

4 hours

Course

Introduction to AWS Boto in Python

  • IntermediateSkill Level
  • 4.6+
  • 532

Learn about AWS Boto and harnessing cloud technology to optimize your data workflow.

Cloud

4 hours

Course

Data Ingestion and Semantic Models with Microsoft Fabric

  • BasicSkill Level
  • 4.5+
  • 531

Learn to bring data into Microsoft Fabric, covering Pipelines, Dataflows, Shortcuts, Semantic Models, security, and model refresh.

Other

4 hours

Course

Case Study: Analyzing Job Market Data in Tableau

  • BasicSkill Level
  • 4.6+
  • 530

In this case study, you’ll use visualization techniques to find out what skills are most in-demand for data scientists, data analysts, and data engineers.

Data Visualization

3 hours

Course

Case Study: Analyzing Job Market Data in Power BI

  • BasicSkill Level
  • 4.5+
  • 525

Help a fictional company in this interactive Power BI case study. You’ll use Power Query, DAX, and dashboards to identify the most in-demand data jobs!

Data Manipulation

4 hours

Course

RNA-Seq with Bioconductor in R

  • IntermediateSkill Level
  • 4.4+
  • 525

Use RNA-Seq differential expression analysis to identify genes likely to be important for different diseases or conditions.

Probability & Statistics

4 hours

Course

Cleaning Data in PostgreSQL Databases

  • IntermediateSkill Level
  • 4.6+
  • 523

Learn to tame your raw, messy data stored in a PostgreSQL database to extract accurate insights.

Data Preparation

4 hours

Course

Quantitative Risk Management in Python

  • AdvancedSkill Level
  • 4.6+
  • 523

Learn about risk management, value at risk and more applied to the 2008 financial crisis using Python.

Applied Finance

4 hours

Course

Anomaly Detection in Python

  • IntermediateSkill Level
  • 4.6+
  • 519

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

Probability & Statistics

4 hours

Course

Reinforcement Learning from Human Feedback (RLHF)

  • AdvancedSkill Level
  • 4.5+
  • 519

Learn how to make GenAI models truly reflect human values while gaining hands-on experience with advanced LLMs.

Artificial Intelligence

4 hours

Course

Visualization Best Practices in R

  • BasicSkill Level
  • 4.7+
  • 512

Learn to effectively convey your data with an overview of common charts, alternative visualization types, and perception-driven style enhancements.

Data Visualization

4 hours

Course

Case Study: Exploratory Data Analysis in R

  • BasicSkill Level
  • 4.7+
  • 509

Use data manipulation and visualization skills to explore the historical voting of the United Nations General Assembly.

Exploratory Data Analysis

4 hours

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