Algorithm Python courses can help you learn sorting algorithms, search algorithms, and data structures like trees and graphs. You can build skills in problem-solving, optimizing code efficiency, and implementing algorithms in real-world applications. Many courses introduce tools such as Jupyter Notebooks and libraries like NumPy and Pandas, that support applying algorithms in data analysis and artificial intelligence projects.
Skills you'll gain: Data Preprocessing, Data Pipelines, Java Programming, Java, Data Processing, Feature Engineering, Data Import/Export, Data Cleansing, Data Quality, Model Training, Data Transformation, Data Validation, Data Integrity, Data Access, Continuous Monitoring, Apache Maven, Object Oriented Programming (OOP)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Gemini, Google Gemini, Generative AI, Customer Relationship Management, Predictive Modeling, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), SQL, Google Cloud Platform, Jupyter, Business Workflow Analysis, Query Languages, Big Data
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Predictive Modeling, Model Evaluation, Predictive Analytics, Classification And Regression Tree (CART), Statistical Modeling, Risk Modeling, Advanced Analytics, Decision Tree Learning, R Programming, Data Analysis, Model Training, Logistic Regression, Feature Engineering, Model Deployment, Data Import/Export, Data Mining, Data Validation, Exploratory Data Analysis, Data Persistence, Data Wrangling
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Metadata Management, Document Management, Vector Databases, Query Languages, Database Management, Data Management, Extract, Transform, Load, Data Maintenance, Data Architecture, LLM Application, Data Pipelines, Scripting, Embeddings
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Google Cloud Platform, Model Optimization, Data Governance, Data Management, Information Management, Metadata Management, Business Workflow Analysis, Workflow Management, AI Workflows, Model Deployment, Data Pipelines, Predictive Modeling, Machine Learning, AI Orchestration, Model Evaluation, Data Transformation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Cloud-Native Computing, Cloud Applications, Google Cloud Platform, Application Development, Cloud API, API Gateway, Cloud-Based Integration, Application Programming Interface (API), Serverless Computing, Authentications, Identity and Access Management, Event-Driven Programming, Node.JS, Authorization (Computing)
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Ethics, Responsible AI, Applied Machine Learning, AI literacy, Model Evaluation, Machine Learning Methods, Machine Learning, Software Visualization, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI literacy, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Model Training, Model Evaluation, Machine Learning, Model Deployment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, AI Product Strategy, Artificial Intelligence, AI literacy, Open Source Technology, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Machine Learning, Model Evaluation, Data Quality
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Cloud-Native Computing, Application Deployment, Cloud Applications, Cloud Development, Cloud Deployment, Infrastructure as Code (IaC), Google Cloud Platform, Application Performance Management, Containerization, Performance Tuning, Debugging, Node.JS
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Google Cloud Platform, AI Product Strategy, Artificial Intelligence, AI literacy, Open Source Technology, Data Preprocessing, Model Evaluation, Machine Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: vSphere Networking and Storage, Virtual Networking, VMware ESX Servers, vCenter Server, vCenter Server Management, Virtual Machines, Virtualization, Storage vMotion, Virtualization and Virtual Machines, Infrastructure Security, Hardening, Role-Based Access Control (RBAC), Data Storage, Identity and Access Management, IT Infrastructure, Windows PowerShell, Encryption, Cyber Security Policies
Beginner · Course · 1 - 4 Weeks