Watch Python Artificial Intelligence Projects for Beginners
- 2017
- 1 Season
Python Artificial Intelligence Projects for Beginners from Packt Publishing is a comprehensive online training program that teaches learners how to build AI projects using Python. The course is designed for beginners who are interested in learning the basics of AI and how to code it in Python. The course covers various AI techniques and algorithms such as machine learning, natural language processing, and computer vision. The aim of the course is to provide learners with hands-on experience in building AI projects from scratch.
The course is taught by expert instructors who have years of experience in AI and Python. The instructors start by explaining the basics of Python programming language including variables, data types, operators, loops, and functions. After mastering Python programming, learners move on to learning AI techniques such as machine learning, natural language processing, and computer vision.
The course covers several machine learning concepts such as supervised learning, unsupervised learning, reinforcement learning, and deep learning. Learners get to work with popular machine learning libraries such as scikit-learn, TensorFlow, and Keras. The course demonstrates how to train machine learning models using real-world datasets.
The course also covers natural language processing (NLP) techniques such as sentiment analysis, text summarization, and speech recognition. Learners get to work with popular NLP libraries such as NLTK and spaCy. The course demonstrates how to build chatbots that understand and respond to natural language queries.
Computer vision is another critical aspect of AI covered in the course. Learners get to work with popular computer vision libraries such as OpenCV and scikit-image. The course demonstrates how to build image classification models that can classify images into different categories.
The course includes several hands-on projects that learners can work on. The projects are designed to provide practical experience in building AI projects from scratch. One of the projects in the course is building a sentiment analysis model. Learners get to train a machine learning model that can classify text as positive or negative. Another project is building a chatbot. Learners get to build a chatbot that can understand natural language queries and respond appropriately.
The course also includes several quizzes and exercises that learners can use to test their understanding of the concepts covered in the course. The quizzes and exercises are designed to reinforce the concepts taught in the course.
In conclusion, Python Artificial Intelligence Projects for Beginners from Packt Publishing is an excellent course for learners who are interested in learning AI and how to code it in Python. The course covers various AI techniques and algorithms such as machine learning, natural language processing, and computer vision. The course provides hands-on experience in building AI projects from scratch. The course is taught by expert instructors who have years of experience in AI and Python. The course is ideal for beginners who want to learn AI and Python programming from scratch.
Python Artificial Intelligence Projects for Beginners is a series that ran for 1 seasons (16 episodes) between December 26, 2017 and on Packt Publishing