Course
Dimensionality Reduction in Python
- IntermediateSkill Level
- 4.7+
- 849
Understand the concept of reducing dimensionality in your data, and master the techniques to do so in Python.
Machine Learning
Follow short videos led by expert instructors and then practice what you’ve learned with interactive exercises in your browser.
or
By continuing, you accept our Terms of Use, our Privacy Policy and that your data is stored in the USA.Course
Understand the concept of reducing dimensionality in your data, and master the techniques to do so in Python.
Machine Learning
Course
Dive into the world of machine learning and discover how to design, train, and deploy end-to-end models.
Machine Learning
Course
Learn how to create pivot tables and quickly organize thousands of data points with just a few clicks.
Data Manipulation
Course
Learn to create your own Python packages to make your code easier to use and share with others.
Software Development
Course
Learn the core techniques necessary to extract meaningful insights from time series data.
Probability & Statistics
Course
Expand your Google Sheets vocabulary by diving deeper into data types, including numeric data, logical data, and missing data.
Data Preparation
Course
In this course, youll learn the basics of relational databases and how to interact with them.
Data Manipulation
Course
Learn how to clean data with Apache Spark in Python.
Data Preparation
Course
You will investigate a dataset from a fictitious company called Databel in Tableau, and need to figure out why customers are churning.
Data Visualization
Course
Explore Azure services like Compute, Storage, and Automation, with hands-on experience.
Cloud
Course
Learn Excel data validation to improve accuracy, create drop-downs, and manage inventory and orders with confidence.
Data Management
Course
Leverage the power of tidyverse tools to create publication-quality graphics and custom-styled reports that communicate your results.
Data Visualization
Course
R Markdown is an easy-to-use formatting language for authoring dynamic reports from R code.
Reporting
Course
Learn techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search.
Machine Learning
Course
Boost your coding with Windsurf, the AI-powered IDE that helps you build, debug, and deploy faster.
Artificial Intelligence
Course
Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.
Machine Learning
Course
Learn Snowflake data types and functions to manipulate text, numbers, and dates while building custom functions and pivot tables.
Data Manipulation
Course
Discover Snowflake window functions to solve complex data problems with rankings, partitions, and rolling calculations.
Data Manipulation
Course
In this interactive course, you’ll learn how to use functions for your Tableau calculations and when you should use them!
Data Visualization
Course
Unlock Alteryx for data transformation, mastering Crosstab, Transpose, and workflow optimization in this interactive course.
Data Manipulation
Course
Learn to implement custom trading strategies in Python, backtest them, and evaluate their performance!
Applied Finance
Course
Elevate your Machine Learning Development with CI/CD using GitHub Actions and Data Version Control
Machine Learning
Course
Learn to solve real-world optimization problems using Pythons SciPy and PuLP, covering everything from basic to constrained and complex optimization.
Software Development
Course
Learn how to prepare credit application data, apply machine learning and business rules to reduce risk and ensure profitability.
Applied Finance
Course
Use a chatbot to create a study guide tailored to your goals and schedule. Build skills with simple, effective prompts.
Artificial Intelligence
Course
Build SQL skills by writing AI prompts that generate queries for sorting, grouping, filtering, and categorizing data.
Data Manipulation
Course
Learn how to design Power BI visualizations and reports with users in mind.
Data Visualization
Course
Master AI for marketing to plan smarter campaigns, create quality content, and build custom AI agents.
Artificial Intelligence
Course
Learn to manipulate and analyze flexibly structured data with MongoDB.
Data Engineering
Course
In this course youll learn to use and present logistic regression models for making predictions.
Machine Learning