Master applied data science techniques for real-world problem-solving. Learn data manipulation, visualization, and machine learning using Python.
The language used throughout the course, in both instruction and assessments.

Skills you'll gain: Machine Learning, Data Ethics, Responsible AI, Technical Communication, Predictive Analytics, Supervised Learning, Artificial Intelligence, Data Analysis, Decision Tree Learning, Regression Analysis, Statistical Analysis, Artificial Neural Networks
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dimensionality Reduction, OpenAI, Application Development, Exploratory Data Analysis, Application Programming Interface (API), Text Mining, Python Programming, Data Analysis, Natural Language Processing, Data Manipulation
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Generative AI, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), Continuous Deployment, System Monitoring, Real Time Data, Feature Engineering, Continuous Monitoring, Applied Machine Learning, Performance Tuning, Advanced Analytics, Artificial Intelligence, Machine Learning, Data Cleansing
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Data Import/Export, Python Programming, File Management, Functional Design, Programming Principles, Data Processing, Data Structures, Debugging
Beginner · Course · 1 - 3 Months

Skills you'll gain: MySQL, SQL, Databases, Relational Databases, Performance Tuning, Software Installation, Data Management, System Configuration
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: AI Personalization, Customer Engagement, Data-Driven Decision-Making, Customer experience strategy (CX), Customer Service, Customer experience improvement, Customer Communications Management, Customer Relationship Management (CRM) Software, Personalized Service, Customer Insights, Business Analytics, ChatGPT, User Feedback, Analytics, Consumer Behaviour, Real Time Data, Automation
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Machine Learning Methods, Network Model, Network Architecture, Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Cleansing, Database Design, Data Integration, Data Import/Export, SQL, Data Maintenance, Data Manipulation, Database Management, Relational Databases, Data Quality, Stored Procedure, Data Integrity, Performance Tuning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Python Programming, Scripting, Data Processing, Data Analysis, Automation, Programming Principles, Object Oriented Programming (OOP)
Beginner · Guided Project · Less Than 2 Hours

Northeastern University
Skills you'll gain: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Statistical Programming, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Probability & Statistics, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months
Skills you'll gain: Responsible AI, Employee Engagement, Drive Engagement, AI Personalization, Generative AI Agents, Employee Surveys, Human Resource Strategy, Employee Retention, Real Time Data, Human Resources, Case Studies, Analysis, Continuous Improvement Process
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, ChatGPT, Responsible AI, Generative AI, OpenAI, Microsoft Copilot, Application Development, Business Process Automation, Scripting, Python Programming, Web Applications, Full-Stack Web Development, Data Processing, GitHub, Application Programming Interface (API), Data Analysis, Development Environment, Front-End Web Development, Web Development, Jupyter
Intermediate · Specialization · 1 - 4 Weeks