Advanced Artificial Intelligence Projects with Python

Content Provider

Packt Admin

Duration

2 hrs

Mode Of Delivery

Online

Course Validity

12 months

Course Level

Advanced

Certification By

Go1 - KRACKiN
  • ( ₹9999 ₹3499)
Speak with our Expert Team Today Ask Now
Description

Considered the Holy Grail of automation, data analysis, and robotics, Artificial Intelligence has taken the world by storm as a major field of research and development. Python has surfaced as a dominate language in AI/ML programming because of its simplicity and flexibility, in addition to its great support for open source libraries such as spaCy and TensorFlow. This video course is built for those with a basic understanding of artificial intelligence, introducing them to advanced artificial intelligence projects as they go ahead. The first project introduces natural language processing including part-of-speech tagging and named entity extraction. Wikipedia articles are used to demonstrate the extraction of keywords, and the Enron email archive is mined for mentions and relationships of people, places, and organizations. The spaCy library is used. The next project introduces genetic algorithms. The DEAP library is used. A music data set is used in a genetic algorithm that generates a music playlist satisfying multiple criteria such as song similarity and playlist length. The last project introduces reinforcement learning and deep reinforcement learning. The OpenAI Gym platform and Q-learning algorithm are used to build a game-playing AI. The code bundle for this video course is available at - https://github.com/PacktPublishing/Advanced-Artificial-Intelligence-Projects-with-Python. Style and Approach: Built for AI enthusiasts, machine learning and deep learning students, and developers across three realistic projects, this course covers modern techniques that will take your AI game with Python to the next level. 



Business Outcomes  



Hands-on projects that simplify your first steps into the world of Artificial Intelligence with Python

Master AI concepts that will get you up-and-running with AI in no time

Leverage popular Python deep learning libraries for your Artificial Intelligence projects


Learning Outcomes


  • Extract names, places, and more and their relationships from text

  • Build a recommendation engine for finding new music

  • Use deep reinforcement learning to build an AI that plays arcade games

  • Employ the SpaCy and textacy libraries for natural language processing

  • Use popular libraries such as Keras and TensorFlow for reinforcement learning 


Who Should Attend

Are you a Python programmer with a basic understanding of machine learning and minimal experience in developing AI projects? This is the video course that you need to take your game to the next level. Build advanced AI applications using powerful and popular Python deep learning libraries that help you interact intelligently with the world around you. 


Frequently Asked Questions

Where can I find courses on the Platform?

After login to KRACKiN(www.krackin.com), you can find courses on the dashboard which are segregated as skill courses, career tracks and also Annual Membership.consisting of 75000 + courses. You can enrol to any of the courses available by selecting the ‘Buy Now’ button.
Can I search courses domain wise on the platform?

Yes, Skill courses and Annual Membership plans are segregated domain wise. You can enter your domain and search for the desired courses.
Is online classes available for all the courses on KRACKiN?

No, online classes are not available for all courses on KRACKiN. Courses are designed as self- paced learning courses supported by videos, PPTs and practice quizzes etc. are provided for easy understanding of the students.
Are the course certificates valid?

Yes, the certificates are valid across all the sectors in the Industry.
Can I access your courses on Mobile device?

Yes, you can access the courses on your mobile browser.
Can my course access be extended?

We recommend you complete your assigned courses within the stipulated time as we do not have the provision to extend the course validity.
How to get my certificate after completing the course?

After the completion of all the given modules, the certificate will be auto generated by the system.

Content & Certification Partners


About KRACKiN