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: Model Deployment, MLOps (Machine Learning Operations), AI Security, Cloud Deployment, DevOps, CI/CD, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Metadata Management, System Monitoring, Software Versioning, Incident Response
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, Responsible AI, Generative Model Architectures, AI Security, Google Cloud Platform, Unstructured Data, AI Integrations, Large Language Modeling, Model Training, Machine Learning
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Processing, Data Transformation, Keras (Neural Network Library), Data Modeling, Machine Learning Methods, Machine Learning, Statistical Methods
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Cloud-Native Computing, Google App Engine, Cloud Applications, Cloud Development, Application Deployment, Infrastructure as Code (IaC), Cloud Deployment, Google Cloud Platform, Kubernetes, Application Performance Management, Computing Platforms, Containerization, Docker (Software), Cloud Computing, Serverless Computing, Debugging
Intermediate · Course · 1 - 3 Months

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

Skills you'll gain: AI Security, Responsible AI, Information Privacy, Federated Learning, Generative AI, Google Gemini, General Data Protection Regulation (GDPR), Personally Identifiable Information, Google Cloud Platform, Open Source Technology, Cloud Security, Data Ethics, Model Training, Data Loss Prevention, Open Web Application Security Project (OWASP), Data Governance, Encryption
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Data Preprocessing, Model Training, MLOps (Machine Learning Operations), Deep Learning, Data Transformation, Data Processing, Data Pipelines, Model Optimization, Artificial Neural Networks, AI Workflows, Machine Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Data Analysis, Data Preprocessing, Model Evaluation, Data Wrangling, Data Import/Export, Data Transformation, Predictive Modeling, Applied Machine Learning, Predictive Analytics, Statistical Methods, Regression Analysis, Model Training, Model Optimization, Artificial Neural Networks
Beginner · Course · 1 - 4 Weeks
Coursera
Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Classification Algorithms, Model Deployment, Machine Learning Software, Applied Machine Learning, Machine Learning Algorithms, Java, Software Design Patterns, Data-Driven Decision-Making, Logistic Regression, Business Metrics, Benchmarking, Decision Tree Learning, Matrix Management, Business
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Jupyter, AI Workflows, Model Deployment, Google Cloud Platform, Machine Learning, Data Preprocessing, Virtual Machines, Computing Platforms, Development Environment
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Responsible AI, Information Privacy, Data Ethics, Federated Learning, Personally Identifiable Information, Google Cloud Platform, Cloud Security, Safety and Security, Model Training, Generative AI, Data Loss Prevention, Encryption
Intermediate · Course · 1 - 3 Months

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