Difference between revisions of "Courses & Certifications"

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* [[Math for Intelligence]]
 
* [[Math for Intelligence]]
 
* [http://www.classcentral.com/report/best-data-science-curriculum/ The Best Data Science Curriculum — Class Central Career Guides | David Venturi - Class Central]
 
* [http://www.classcentral.com/report/best-data-science-curriculum/ The Best Data Science Curriculum — Class Central Career Guides | David Venturi - Class Central]
* [http://www.pluralsight.com/ Pluralsight] Grow your machine learning skills
 
 
  
  
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* [http://www.kaggle.com/learn/natural-language-processing Natural Language Processing | Kaggle]
 
* [http://www.kaggle.com/learn/natural-language-processing Natural Language Processing | Kaggle]
 
* [http://www.deeplearning.ai/natural-language-processing-specialization/ Natural Language Processing Specialization | deeplearning.ai]
 
* [http://www.deeplearning.ai/natural-language-processing-specialization/ Natural Language Processing Specialization | deeplearning.ai]
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 +
==== [http://www.pluralsight.com/ Pluralsight] ====
 +
* [http://www.pluralsight.com/ Pluralsight] Grow your machine learning skills...
 +
* [http://app.pluralsight.com/player?course=deep-learning-big-picture&author=matthew-renze&name=7a060aae-dc11-4d72-b726-8138fb222fa7&clip=3&mode=live Deep Learning: The Big Picture | Matthew Renze]
 +
* [http://app.pluralsight.com/library/courses/python-natural-language-processing/table-of-contents Getting Started with Natural Language Processing with Python | Swetha Kolalapudi]
 +
* [http://app.pluralsight.com/player?course=keras-deep-learning&author=jerry-kurata&name=3ddb460c-63d7-42fa-98fd-262e816f379f&clip=2&mode=live Deep Learning with Keras | Jerry Kkurata]
 +
* [http://app.pluralsight.com/library/courses/tensorflow-building-classification-models/table-of-contents Building Classification Models with TensorFlow | Janani Ravi]
 +
* [http://app.pluralsight.com/library/courses/play-by-play-machine-learning-exposed/table-of-contents Play by Play: Machine Learning Exposed | Katharine Beaumont and James Weaver]
 +
* [http://app.pluralsight.com/library/courses/tensorflow-building-regression-models/table-of-contents Building Regression Models Using TensorFlow | Vitthal Srinivasan]
 +
* [http://app.pluralsight.com/library/courses/tensorflow-sentiment-analysis-recurrent-neural-networks/table-of-contents Sentiment Analysis with Recurrent Neural Networks in TensorFlow | Janani Ravi]
 +
* [http://app.pluralsight.com/library/courses/azure-machine-learning-getting-started/table-of-contents Getting Started with Azure Machine Learning | Jerry Kurata]
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* [http://app.pluralsight.com/library/courses/understanding-machine-learning/table-of-contents Understanding Machine Learning | David Chappell]
 +
* [http://app.pluralsight.com/library/courses/microsoft-cognitive-services-machine-learning/table-of-contents Machine Learning and Microsoft Cognitive Services | Janani Ravi]
 +
* [http://app.pluralsight.com/player?course=tensorflow-understanding-foundations&author=janani-ravi&name=tensorflow-understanding-foundations-m1&clip=1 Understanding the Foundations of TensorFlow - Introducing TensorFlow : Traditional ML Algorithms | Janani Ravi]
  
 
==== [https://www.kaggle.com/learn/overview Kaggle] ====
 
==== [https://www.kaggle.com/learn/overview Kaggle] ====
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* [http://www.class-central.com/course/coursera-deep-learning-for-business-9431 Deep Learning for Business | Yonsei University]
 
* [http://www.class-central.com/course/coursera-deep-learning-for-business-9431 Deep Learning for Business | Yonsei University]
 
* [http://www.class-central.com/course/cutting-edge-deep-learning-for-coders-part-2-8965 Cutting Edge Deep Learning For Coders | fast.ai and University of San Francisco]
 
* [http://www.class-central.com/course/cutting-edge-deep-learning-for-coders-part-2-8965 Cutting Edge Deep Learning For Coders | fast.ai and University of San Francisco]
 
==== [http://www.pluralsight.com/ Pluralsight] ====
 
* [http://app.pluralsight.com/player?course=deep-learning-big-picture&author=matthew-renze&name=7a060aae-dc11-4d72-b726-8138fb222fa7&clip=3&mode=live Deep Learning: The Big Picture | Matthew Renze]
 
* [http://app.pluralsight.com/library/courses/python-natural-language-processing/table-of-contents Getting Started with Natural Language Processing with Python | Swetha Kolalapudi]
 
* [http://app.pluralsight.com/player?course=keras-deep-learning&author=jerry-kurata&name=3ddb460c-63d7-42fa-98fd-262e816f379f&clip=2&mode=live Deep Learning with Keras | Jerry Kkurata]
 
* [http://app.pluralsight.com/library/courses/tensorflow-building-classification-models/table-of-contents Building Classification Models with TensorFlow | Janani Ravi]
 
* [http://app.pluralsight.com/library/courses/play-by-play-machine-learning-exposed/table-of-contents Play by Play: Machine Learning Exposed | Katharine Beaumont and James Weaver]
 
* [http://app.pluralsight.com/library/courses/tensorflow-building-regression-models/table-of-contents Building Regression Models Using TensorFlow | Vitthal Srinivasan]
 
* [http://app.pluralsight.com/library/courses/tensorflow-sentiment-analysis-recurrent-neural-networks/table-of-contents Sentiment Analysis with Recurrent Neural Networks in TensorFlow | Janani Ravi]
 
* [http://app.pluralsight.com/library/courses/azure-machine-learning-getting-started/table-of-contents Getting Started with Azure Machine Learning | Jerry Kurata]
 
* [http://app.pluralsight.com/library/courses/understanding-machine-learning/table-of-contents Understanding Machine Learning | David Chappell]
 
* [http://app.pluralsight.com/library/courses/microsoft-cognitive-services-machine-learning/table-of-contents Machine Learning and Microsoft Cognitive Services | Janani Ravi]
 
* [http://app.pluralsight.com/player?course=tensorflow-understanding-foundations&author=janani-ravi&name=tensorflow-understanding-foundations-m1&clip=1 Understanding the Foundations of TensorFlow - Introducing TensorFlow : Traditional ML Algorithms | Janani Ravi]
 
  
 
==== [http://www.udemy.com/ Udemy] ====
 
==== [http://www.udemy.com/ Udemy] ====

Revision as of 21:25, 28 February 2021

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Natural Language Processing (NLP)

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YouTube

Code Royale

Code Royale is the world's 1st educational eSport. Learn Machine Learning. Make Friends. Win Cash Prizes. We've been developing the game for 4 months now specifically for this community, and this is the 1st real glimpse of gameplay. The future of Education isn't a boring textbook or an hour long lecture, it's a social game. I have big ambitions for this, we want this game to not only teach players Machine Learning but also help them gain employment opportunities at top tech companies like Google and Amazon. It's a free-to-play game for PC/Mac/iOS/Android and we're going to release an alpha version next month, so if you want to be one of the first to gain access to the game, join the waitlist today! | Siraj Raval

Sign up today: http://www.playcoderoyale.com

  • Calculus
  • Linear Algebra
  • Probability Theory
  • Statistics
  • Clustering Algorithms
  • Regression Algorithms
  • Classification Algorithms
  • Reinforcement Learning Algorithms
  • Python Programming.