Learn AI with Python in this comprehensive CS50 course covering search, knowledge, uncertainty, optimization, learning, neural networks, and language. Free enrollment.
Artificial Intelligence with Python is a highly regarded course in the realm of Information Technology, specifically in the subcategory of Artificial Intelligence. Boasting an impressive average rating of 4.8 out of 5 stars, it has garnered acclaim for its comprehensive and accessible approach to teaching AI concepts and Python programming. The course is designed to be completed in 12 hours and 40 minutes, making it an intensive yet manageable offering for those eager to delve into the world of artificial intelligence.
This course provides a structured and in-depth exploration of key AI concepts through a series of meticulously crafted lectures. The journey begins with an introduction to the fundamental principles of AI, setting a solid foundation for the lessons that follow.
One of the initial topics covered is 'Search,' where learners are introduced to various search algorithms that form the backbone of many AI applications. This lecture outlines the strategies used by machines to navigate and solve problems within defined boundaries, paving the way for more complex discussions.
Following 'Search,' the course transitions to 'Knowledge,' focusing on the representation of information in a way that machines can understand. This segment delves into the structures and mechanisms that enable computers to process and utilize data effectively, driving AI decision-making processes.
The course then tackles 'Uncertainty,' a topic crucial for understanding how modern AI systems manage and make predictions in the face of incomplete or ambiguous information. This lecture emphasizes probabilistic reasoning and introduces essential tools for handling uncertainty.
As learners progress, they encounter the concept of 'Optimization,' which is essential for enhancing the performance and efficiency of AI systems. This lecture sheds light on algorithms designed to optimize various parameters and achieve the best possible outcomes in machine learning models.
Midway through the course, 'Learning' comes into focus, offering insights into machine learning techniques that enable computers to learn from data. This critical component of AI explores supervised, unsupervised, and reinforcement learning, equipping learners with the knowledge to implement these methods in practical scenarios.
The following lecture dives into 'Neural Networks,' unraveling the complexities of these powerful models that mimic the human brain's structure and function. This segment guides learners through the architecture and training of neural networks, highlighting their application in diverse fields such as image and speech recognition.
Finally, the course culminates with 'Language,' which delves into natural language processing (NLP). This lecture covers the techniques used to enable machines to understand, interpret, and generate human language, showcasing the potential of AI in transforming communication and interaction.
In summary, Artificial Intelligence with Python is an enriching and expertly crafted course that caters to both beginners and those looking to deepen their understanding of AI. Its well-structured lectures, covering a broad spectrum of topics from search algorithms to neural networks, ensure a holistic education in artificial intelligence, all facilitated by the versatile Python programming language.
Video class: Introduction - CS50's Introduction to Artificial Intelligence with Python 2020
0h01m
Video class: Search - Lecture 0 - CS50's Introduction to Artificial Intelligence with Python 2020
1h49m
Exercise: _What is artificial intelligence?
Video class: Knowledge - Lecture 1 - CS50's Introduction to Artificial Intelligence with Python 2020
1h47m
Exercise: _What are knowledge-based agents in artificial intelligence?
Video class: Uncertainty - Lecture 2 - CS50's Introduction to Artificial Intelligence with Python 2020
1h54m
Video class: Optimization - Lecture 3 - CS50's Introduction to Artificial Intelligence with Python 2020
1h44m
Video class: Learning - Lecture 4 - CS50's Introduction to Artificial Intelligence with Python 2020
1h45m
Video class: Neural Networks - Lecture 5 - CS50's Introduction to Artificial Intelligence with Python 2020
1h41m
Video class: Language - Lecture 6 - CS50's Introduction to Artificial Intelligence with Python 2020
1h54m
Embark on a journey to mastering one of the most versatile and widely-used programming languages in the world with our comprehensive listing of free online Python courses. Whether you're a beginner looking to get started or an experienced programmer aiming to sharpen your skills, our selection of Python courses has something for everyone. Dive into the world of Python and enhance your coding abilities without any cost.
Starting your programming adventure can be daunting, but with our beginner-friendly Python courses, you'll learn the basics in a supportive and engaging environment. These courses cover fundamental concepts such as variables, data types, control structures, and basic data structures. Interactive lessons and hands-on projects ensure you'll have a solid foundation in Python programming by the end of the course.
Get to grips with Python syntax and start writing your first lines of code. This course is designed for absolute beginners and will set you on the path to coding proficiency.
Discover how Python can be used to analyze data and gain insights. This introductory course focuses on Python's applications in data science, teaching you how to work with popular libraries like pandas and NumPy.
Once you've mastered the basics, our intermediate Python courses will help you delve deeper into more complex programming concepts. These courses cover object-oriented programming, error handling, and working with APIs. You'll also learn to leverage Python's powerful libraries and frameworks to build robust applications.
Learn how to structure your Python code effectively with classes and objects. This course will teach you the principles of object-oriented programming, a must-know for any aspiring Python developer.
Interact with web services and automate tasks by mastering the use of APIs with Python. This course will guide you through the process of integrating third-party services into your Python projects.
For those looking to push the boundaries of their Python knowledge, our advanced courses offer in-depth exploration of sophisticated topics. You'll tackle subjects like concurrent programming, machine learning, and network programming, preparing you for professional-level Python development.
Unlock the full potential of Python with asynchronous programming techniques. Learn how to handle multiple tasks simultaneously to improve the performance of your applications.
Step into the future of technology by learning how to implement machine learning algorithms in Python. This course will provide you with the know-how to create intelligent systems that can make decisions and predictions.
Python's simplicity and readability make it the perfect language for both beginners and seasoned programmers. Its versatility allows you to work on a wide range of projects, from simple scripts to complex machine learning algorithms. With a strong community and rich ecosystem of libraries, Python continues to be a top choice for developers around the globe.
Don't miss out on the opportunity to enhance your programming skills. Browse our curated selection of free online Python courses and start learning today. With no fees and flexible learning schedules, you can easily fit these courses into your life and begin your transformation into a Python programming expert.
12 hours and 40 minutes of online video course
Exercises to train your knowledge
Certificate of course completion
100% free, from content to certificate
This online course can only be accessed through the Cursa App. Download it using the QR code or the links below:
This online course can only be accessed through the Cursa app. Install it using the links below:
Study for free!
Here you never pay! Not even for the certificate, because everything in the app is 100% free!
Improve your resume!
There are more than 4,000 free courses for you to study anything that interests you!
Free Digital Certificate!
Complete the course and issue your internationally recognized Digital Certificate free of charge.
New course
New course
Thousands of online video courses, audio or text courses.
To test your knowledge during online courses
Generated directly from your cell phone's photo gallery and sent to your email
Download our app via QR Code or the links below::.
+ 6.5 million
students
Free and Valid
Certificate with QR Code
48 thousand free
exercises
4.8/5 rating in
app stores
Free courses in
video, audio and text
Course comments: Artificial intelligence
CHANDAN KUSHWAHA
AWESOME
Ashish joon
best one
Baisampayan Chatterjee
Very good