Career Certificates

Career Certificate

Implementing AI Algorithms from Scratch

67 ratings at CodeSignal

Implement classic machine learning algorithms from scratch—including regression, classification, clustering, ensemble methods, optimization, and neural networks—without high-level libraries.

• CodeSignal
• Self-Paced
• Free Certificate
• 6 courses

Career Certificate

Master AI Fluency for HR with HCAIC

Build practical AI fluency for HR by learning core concepts, distinguishing major AI types, and applying AI to real HR workflows.

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

Career Certificate

AWS Machine Learning Engineer Nanodegree

41 ratings at Udacity

Build, deploy, and operationalize production machine learning models with Amazon SageMaker.

• Udacity
• 4 months 2 weeks 5 days 11 hours 36 minutes
• Self-Paced
• Paid Course

Career Certificate

Comprehensive Introduction to PyTorch

252 ratings at CodeSignal

Build and optimize neural network models with PyTorch using tensors, practical exercises, and real-world datasets.

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

Career Certificate

Introduction to Natural Language Processing

1 rating

Learn to explore and preprocess text, apply TF-IDF vectorization, and build and evaluate machine-learning classifiers in Python.

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

Edge Impulse Career Certificate

Edge AI for Microcontrollers

916 ratings at Coursera

Build and deploy edge AI models on microcontrollers: apply embedded machine learning to time-series sensor and vision data within tiny devices' hardware constraints.

• Coursera
• 8 weeks, 4 hours a week
• Self-Paced
• Paid Course
• 3 courses

Career Certificate

Exploring the Transformer Architecture

Build attention and Transformer models from scratch, then fine-tune and deploy NLP models with Hugging Face.

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

Stanford;  DeepLearning.AI Career Certificate

Machine Learning

39356 ratings at Coursera

Learn supervised learning with linear and logistic regression, neural networks and decision trees, plus unsupervised clustering, dimensionality reduction, recommender systems, reinforcement learning, and practices for evaluating and tuning models.

• Coursera
• 8 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Career Certificate

Professional Certificate in Generative AI Machine Learning and Intelligent Control Systems

Build machine learning, deep learning, advanced generative AI, MLOps, NLP and intelligent control systems skills in Python through hands-on projects and a capstone.

• Simplilearn
• 6 months
• Self-Paced
• Paid Course

Career Certificate

Professional Certificate Course in Generative AI and Machine Learning

Build AI and machine learning skills across Python data science, deep learning with Keras and TensorFlow, generative AI, prompt engineering, computer vision, NLP, and reinforcement learning.

• Simplilearn
• 11 months
• Self-Paced
• Paid Course

Career Certificate

Text Classification with Natural Language Processing

Master text classification with NLP, from collecting and preparing data through feature engineering, modeling, and advanced optimization.

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

Career Certificate

Python Machine Learning Advanced

4 ratings at Noble Desktop

Build hands-on Python machine learning applications for NLP sentiment analysis, recommendation systems, Flask deployment, forecasting, deep learning, and real-time YOLO object detection.

• Noble Desktop
• 30 hours
• Self-Paced
• $1,895.00

Career Certificate

Introduction to JAX for Deep Learning

Learn JAX from NumPy-like fundamentals and automatic differentiation through transformations, Flax, and Optax, culminating in an image-classification project.

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

Virginia Tech Career Certificate

Virginia Tech Applied Agentic AI: Systems Design & Impact

1 rating

Build end-to-end agentic AI systems: LLM planning internals, multi-agent ecosystems, Model Context Protocol, Azure agent development, agentic UX, and a product strategy capstone.

• Simplilearn
• 10 weeks
• Available until Nov 26, 2026
• Paid Course

Career Certificate

AI Foundations for Everyone

36711 ratings at Coursera

Learn what AI, machine learning and neural networks are, explore generative AI and prompt engineering, and build and deploy a chatbot on a website without coding.

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