A Beginner's Guide to Artificial Intelligence and Machine Learning

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size357.6 MB
  • Uploaded Bycg3780
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  • Last checkedAug. 08th '21
  • Date uploadedAug. 06th '21
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A Beginner's Guide to Artificial Intelligence and Machine Learning
Duration: 1h 5m | 12 Lessons | Video: 1280x720, 44kHz | 358 MB
Genre: eLearning | Language: English | Level: Bner

"Machine learning" Let's cut through the meaningless buzzwords, and talk the real talk.

This class covers must-know topics for AI product managers, ML practitioners, and anyone in between that's curious about these emeg fields. We'll cover many topics and takeaways:

Build a Face Emotion Classifier, to practice using ML concepts.

What artificial intelligence is and how it relates to machine learning

How to learn machine learning, with plenty of practice

Practice breaking down AI products into ML problems. Great for understanding ML news.

Practice breaking down ML problems. Great as interview practice.

Understand taxonomies of ML problems

ML concepts like linear regression, bias-variance, classification, regression, featurization etc.

This class involves minimal amounts of code but does not require any technical knowledge. Regardless of your background, you'll walk away with the fundamentals for discussing, learning, and practicing machine learning.

Interested in more machine learning Try my Computer Vision 101 (Applied ML) classes.

Interested in learning how to code Check out my Coding 101 (Python), OOP 101 (Python), or VR101 (HTML) class.

Interested in data science Check out my SQL 101 (Database Design) or Data 101 (Analytics) class.

Files:

A Beginner's Guide to Artificial Intelligence and Machine Learning
  • !!! More Courses !!!.txt (1.1 KB)
  • 01-introduction.mkv (47.9 MB)
  • 02-project.mkv (31.8 MB)
  • 03-what_is_ai_ml.mkv (14.6 MB)
  • 04-how_to_learn_machine_learning.mkv (21.5 MB)
  • 05-worlds_simplest_model.mkv (21.1 MB)
  • 06-build_a_face_emotion_classifier.mkv (46.5 MB)
  • 07-how_to_improve_your_model.mkv (19.3 MB)
  • 08-better_face_emotion_classifier.mkv (44.3 MB)
  • 09-practice_dissecting_ml_problems.mkv (23.5 MB)
  • 10-taxonomy_of_ml_topics.mkv (25.2 MB)
  • 11-practice_dissecting_ai_products.mkv (7.6 MB)
  • 12-next_steps.mkv (51.4 MB)
    • Sample
    • skillshare.a.beginners.guide.to.artificial.intelligence.and.machine.learning-skilledhares-sample.mkv (2.8 MB)
  • logo.jpg (72.1 KB)

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