Artificial Intelligence

AI for Business Leaders

Concepts covered:Artificial Intelligence, Machine Learning, Business Strategy, Data Labeling, Data Modeling

Intro to Machine Learning with TensorFlow

Concepts covered:TensorFlow, Deep Learning, scikit-learn, Supervised Learning, Unsupervised Learning

AI Product Manager

Concepts covered:AI Products, Training ML Models, Annotating Datasets, Prototyping a Product

Intro to Machine Learning with PyTorch

Concepts covered:Introduction to Machine Learning, Supervised Learning, Deep Learning, Unsupervised Learning

Machine Learning Engineer

Concepts covered:Machine Learning, Supervised Learning, Unsupervised Learning, Deep Learning

AI Programming with Python

Concepts covered:Python, NumPy, Pandas, Matplotlib, PyTorch

Artificial Intelligence

Concepts covered:AI Algorithms, Search Algorithms, Optimization, Planning, Pattern Recognition

Artificial Intelligence for Trading

Concepts covered:Momentum Trading Strategy, Smart Beta, Alpha Factors, Natural Language Processing, Deep Learning, Neural Networks

Computer Vision

Concepts covered:Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Simultaneous Localization and Mapping (SLAM), Object Tracking, Image Classification, Deep Learning

Natural Language Processing

Concepts covered:Machine Learning, Speech Recognition, Sentiment Analysis, Machine Translation, Part of Speech Tagging

Deep Reinforcement Learning

Concepts covered:Reinforcement Learning, Neural Networks, PyTorch, Deep Q-Networks (DQN), Deep Deterministic Policy Gradients (DDPG)

Deep Learning

Concepts covered:Deep Learning, Neural Networks, Jupyter Notebooks, CNNs, GANs