Data, AI, and Cloud Courses

• BasicSkill Level
• 4.5+
• 256

Make it easy to visualize, explore, and impute missing data with naniar, a tidyverse friendly approach to missing data.

• IntermediateSkill Level
• 4.6+
• 253

Learn to use Amazon Bedrock to access foundation AI models and build with AI - without managing complex infrastructure.

• IntermediateSkill Level
• 4.6+
• 250

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.

• IntermediateSkill Level
• 4.5+
• 250

Learn efficient techniques in pandas to optimize your Python code.

• IntermediateSkill Level
• 4.5+
• 249

Learn how to visualize time series in R, then practice with a stock-picking case study.

• IntermediateSkill Level
• 4.6+
• 246

Apply statistical modeling in a real-life setting using logistic regression and decision trees to model credit risk.

• AdvancedSkill Level
• 4.5+
• 246

In this course youll learn how to leverage statistical techniques for working with categorical data.

• BasicSkill Level
• 4.7+
• 241

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

• BasicSkill Level
• 4.3+
• 241

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.

• IntermediateSkill Level
• 4.7+
• 239

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

• IntermediateSkill Level
• 4.7+
• 236

Learn to distinguish real differences from random noise, and explore psychological crutches we use that interfere with our rational decision making.

• IntermediateSkill Level
• 4.5+
• 236

From customer lifetime value, predicting churn to segmentation - learn and implement Machine Learning use cases for Marketing in Python.

• IntermediateSkill Level
• 4.6+
• 235

Learn the basics of A/B testing in R, including how to design experiments, analyze data, predict outcomes, and present results through visualizations.

• AdvancedSkill Level
• 4.5+
• 234

Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between languages.

• IntermediateSkill Level
• 4.6+
• 233

Streamline your AI projects by building modular models and mastering advanced optimization with PyTorch Lightning!

• BasicSkill Level
• 4.6+
• 230

Elevate decision-making skills with Decision Models, analysis methods, risk management, and optimization techniques.

• IntermediateSkill Level
• 4.5+
• 230

Learn how to manipulate, visualize, and perform statistical tests through a series of HR analytics case studies.

• IntermediateSkill Level
• 4.6+
• 220

Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police behavior using pandas.

• IntermediateSkill Level
• 4.5+
• 220

Learn how to import, clean and manipulate IoT data in Python to make it ready for machine learning.

• AdvancedSkill Level
• 4.4+
• 218

Diagnose, visualize and treat missing data with a range of imputation techniques with tips to improve your results.

• AdvancedSkill Level
• 4.3+
• 212

Explore latent variables, such as personality, using exploratory and confirmatory factor analyses.

• BasicSkill Level
• 4.6+
• 210

Explore a range of programming paradigms, including imperative and declarative, procedural, functional, and object-oriented programming.

• IntermediateSkill Level
• 4.4+
• 210

Learn to use the Census API to work with demographic and socioeconomic data.

• IntermediateSkill Level
• 4.1+
• 210

In this course, youll learn how to collect Twitter data and analyze Twitter text, networks, and geographical origin.

• BasicSkill Level
• 4.8+
• 209

Learn business valuation with real-world applications and case studies using discounted cash flows (DCF).

• AdvancedSkill Level
• 4.7+
• 209

Learn how to reduce training times for large language models with Accelerator and Trainer for distributed training

• BasicSkill Level
• 4.6+
• 209

Learn how bonds work and how to price them and assess some of their risks using the numpy and numpy-financial packages.

• BasicSkill Level
• 4.5+
• 208

Learn how to produce interactive web maps with ease using leaflet.

• IntermediateSkill Level
• 4.3+
• 208

Azure Security

• IntermediateSkill Level
• 4.5+
• 206

Learn how to use Python parallel programming with Dask to upscale your workflows and efficiently handle big data.