AI Development
Course Pathways
This product is comprised of the following course pathways:
AI Development Theory (Duration: 1.9 hrs.)
Pathway Includes the following courses:
- Artificial Intelligence: Basic AI Theory
- Artificial Intelligence: Types of Artificial Intelligence
AI Development with TensorFlow (Duration: 12.8 hrs.)
Pathway Includes the following courses:
- TensorFlow: Introduction to Machine Learning
- TensorFlow: Simple Regression and Classification Models
- TensorFlow: Deep Neural Networks and Image Classification
- TensorFlow: Deep Neural Networks and Image Classification
- TensorFlow: Convolutional Neural Networks for Image Classification
- Tensorflow: Word Embeddings & Recurrent Neural Networks
- Tensorflow: Sentiment Analysis with Recurrent Neural Networks
- Tensorflow: K-means Clustering with TensorFlow
- Tensorflow: Building Autoencoders in TensorFlow
- Tensorflow: Word Embeddings & Recurrent Neural Networks
- TensorFlow: Convolutional Neural Networks for Image Classification
Developing AI and Machine Learning Solutions with Python (Duration: 5.9 hrs.)
Pathway Includes the following courses:
- AI and ML Solutions with Python: Machine Learning and Data Analytics
- AI and ML Solutions with Python: Supervised, Unsupervised and Deep Learning
- AI and ML Solutions with Python: Deep Learning and Neural Network Implementation
- AI and ML Solutions with Python: Implementing ML Algorithm Using scikit-learn
- AI and ML Solutions with Python: Implementing Robotic Process Automation
Python AI Development (Duration: 2.1 hrs.)
Pathway Includes the following courses:
- Python AI Development: Introduction
- Python AI Development: Practice
Developing AI and ML Solutions with Java (Duration: 6.1 hrs.)
Pathway Includes the following courses:
- Developing AI and ML Solutions with Java: AI Fundamentals
- Developing AI and ML Solutions with Java: Machine Learning Implementation
- Developing AI and ML Solutions with Java: Neural Network and Neuroph Framework
- Developing AI and ML Solutions with Java: Neural Network and NLP Implementation
- Developing AI and ML Solutions with Java: Expert Systems and Reinforcement Learning
Planning for AI (Duration: 0.8 hrs.)
Pathway Includes the following courses:
- Planning AI Implementation
Computer Vision for AI (Duration: 1.4 hrs.)
Pathway Includes the following courses:
- Computer Vision: Introduction
- Computer Vision: AI & Computer Vision
Exploring Artificial Intelligence (Duration: 5.7 hrs.)
Pathway Includes the following courses:
- Introduction to Artificial Intelligence
- Search Problems
- Constraint Satisfaction Problems
- Adversarial Problems
- Uncertainty
- Machine Learning
- Reinforcement Learning
- Introducing Natural Language Processing
