Applied statistics courses can help you learn data analysis, hypothesis testing, regression techniques, and experimental design. You can build skills in interpreting data sets, making predictions, and communicating statistical findings effectively. Many courses introduce tools like R, Python, and Excel, that support performing statistical analyses and visualizing data.

Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Machine Learning Methods, Applied Machine Learning, R (Software), Classification Algorithms, Statistical Machine Learning, Data Wrangling, Machine Learning Algorithms, Tidyverse (R Package), Machine Learning, Data Science, Ggplot2, Classification And Regression Tree (CART), Feature Engineering, Machine Learning Software, Data Preprocessing, Statistical Programming
Beginner · Course · 1 - 3 Months

Skills you'll gain: Virtual Machines, Hyper-V, Microsoft Servers, Windows Servers, Virtualization and Virtual Machines, Cloud Infrastructure, Containerization, Virtualization, Hybrid Cloud Computing, Microsoft Azure, Virtual Networking, Windows PowerShell, Remote Access Systems, IT Automation, Automation, Authentications
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Lending and Underwriting, Loan Origination, Commercial Lending, Loan Documentation, Consumer Lending, General Lending, Banking, Commercial Banking, Loans, Credit Risk, Bank Regulations, Financial Analysis, Due Diligence, Financial Statements, Compliance Management, Financial Statement Analysis, Business Risk Management, Regulatory Compliance, Risk Management, Risk Management Framework
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Customer Retention, Customer Analysis, Business Metrics, Data Analysis, Performance Metric, Customer Insights, Analysis, Performance Measurement, Trend Analysis, Benchmarking, Key Performance Indicators (KPIs), Pareto Chart, Descriptive Analytics, Root Cause Analysis, Consumer Behaviour
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Teradata SQL, Stored Procedure, Performance Tuning, Database Management, Extract, Transform, Load, Solution Design, Data Import/Export, Query Languages, System Implementation, Solution Architecture, Data Manipulation, Data Processing, Data Integration, Technology Strategies, Emerging Technologies
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: MLOps (Machine Learning Operations), Responsible AI, API Design, Multimodal Prompts, Data Preprocessing, Data Processing, Solution Architecture, Kubernetes, Apache Airflow, Transfer Learning, PyTorch (Machine Learning Library), Data Pipelines, CI/CD, Model Evaluation, Deep Learning, Natural Language Processing, Computer Vision, Docker (Software), Ethical Standards And Conduct, Restful API
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Feature Engineering, Forecasting, Data-Driven Decision-Making, Data Preprocessing, Trend Analysis, Predictive Analytics, Predictive Modeling, Statistical Analysis, Data Visualization, Model Training, Exploratory Data Analysis, Data Transformation, Data Cleansing, Python Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Apache Mahout, NoSQL, Big Data, Apache Hive, Data Pipelines, Databases, Applied Machine Learning, Real Time Data, Database Theory, Scalability, Distributed Computing, Database Architecture and Administration, Model Evaluation, Machine Learning Algorithms, Transaction Processing, Machine Learning, Classification Algorithms
Mixed · Course · 1 - 4 Weeks

Universitat Politècnica de València
Skills you'll gain: Integral Calculus, Calculus, Verification And Validation, Engineering Calculations, Advanced Mathematics, Algebra, Trigonometry, Applied Mathematics
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Responsible AI, AI Security, AI Product Strategy, Cloud Security, Google Cloud Platform, Federated Learning, Data Ethics, Information Privacy, Application Security, Artificial Intelligence, Data Security, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Generative AI, Model Training, Applied Machine Learning, Machine Learning, Data Quality
Intermediate · Specialization · 1 - 3 Months

Simplilearn
Skills you'll gain: Reinforcement Learning, Agentic systems, Model Training, Model Optimization
Beginner · Course · 1 - 4 Weeks

Northwestern University
Skills you'll gain: Machine Controls, Control Systems, Robotics, Simulation and Simulation Software, Automation Engineering, Program Development, Mathematical Software, Mathematical Modeling, Applied Mathematics
Intermediate · Course · 1 - 4 Weeks