Machine Learning Courses and Certifications

Career Certificate

AI Applications and Challenges for Auditors Course

Explore AI's transformative impact on auditing through hands-on experience with tools, ethical frameworks, and practical applications for modern audit practices.

• Graduate School USA
• Self-Paced
• $649.00

Career Certificate

AI for Federal HR

Discover how AI transforms federal HR through talent acquisition, classification, development, and ethical decision-making for enhanced workforce management efficiency.

• Graduate School USA
• Self-Paced
• $899.00

Career Certificate

AI Fundamentals for Government Employees Course

Discover AI fundamentals tailored for government workers, covering core concepts, practical applications, ethics, and regulatory compliance in public sector contexts.

• Graduate School USA
• Self-Paced
• $675.00

Career Certificate

AI for Project Management

Discover how artificial intelligence transforms project management through practical applications in planning, scheduling, risk analysis, and communications while addressing ethical considerations.

• Graduate School USA
• Self-Paced
• $899.00

Career Certificate

AI for Business Workflows

Explore how to use AI as a practical workplace tool, mastering prompt engineering, specialized applications, and safety guardrails to boost productivity and reduce waste in knowledge work.

• VDCI
• 4 hours
• Self-Paced
• Paid Course

Convolutional Neural Networks in TensorFlow

8223 ratings at Coursera

Explore advanced ConvNet techniques for image classification, including data augmentation, transfer learning, and multiclass categorization using TensorFlow's high-level APIs.

• Coursera
• 16 hours 17 minutes
• Self-Paced
• Paid Course

Introduction to TF-IDF Vectorization in Python

1 rating

Master text vectorization techniques using TF-IDF in Python, from basic implementation to advanced parameter customization. Convert text data into numerical features and optimize for machine learning applications.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Feature Engineering for Text Classification

1 rating

Master text classification techniques through hands-on practice with tokenization, Bag-of-Words, TF-IDF, sparse matrices, and dimensionality reduction for effective natural language processing applications.

• CodeSignal
• 5 hours
• Self-Paced
• Free Certificate

Non-linear Dimensionality Reduction Techniques

1 rating

Master non-linear dimensionality reduction techniques like t-SNE, LLE, and Kernel PCA to uncover hidden patterns in complex datasets through hands-on visualization and parameter tuning.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Career Certificate

Foundations of Retrieval Augmented Generation Systems with Rust

1 rating

Discover how to build powerful Retrieval-Augmented Generation systems using Rust, from vector databases to complete context-aware pipelines.

• CodeSignal
• 8 hours
• Self-Paced
• Free Certificate
• 4 courses

Scaling up RAG with Vector Databases

1 rating

Discover how to scale RAG systems with vector databases, from preprocessing documents to managing embeddings in ChromaDB, with strategies for efficient retrieval and prompt construction.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Applied Data Science Capstone

7425 ratings at Coursera

Predict SpaceX Falcon 9 first stage landing success using data science methodology, including data collection, analysis, visualization, and machine learning models.

• Coursera
• 14 hours 7 minutes
• Self-Paced
• Paid Course

Career Certificate

Reinforcement Learning

3587 ratings at Coursera

Explore adaptive learning systems and AI through Reinforcement Learning. Gain practical skills to implement RL solutions for real-world problems, from game development to industrial control.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Career Certificate

Machine Learning with TensorFlow on Google Cloud en Español

448 ratings at Coursera

Aprende a desarrollar modelos de aprendizaje automático escalables con TensorFlow en Google Cloud, desde la estrategia hasta la implementación, con énfasis en problemas prácticos y optimización.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Developing AI Applications on Azure

978 ratings at Coursera

Explore AI and machine learning concepts, Python tools, and Azure's ML services. Learn to create, train, and deploy models using Azure's cognitive APIs and Machine Learning Service.

• Coursera
• 15 hours 40 minutes
• Self-Paced
• Paid Course