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Understand machine learning development and frameworks Assess model diagnosis and tuning in machine learning Examine text mining, natuarl language processing (NLP), and recommender systems Review reinforcement learning and CNN Who This Book Is For Python developers, data engineers, and machine learning en...
learning system development frameworks- Implement supervised/unsupervised/reinforcement learning techniques with examples- Explore fundamental to advanced text mining techniques- Implement various deep learning frameworksWho This Book Is ForPython developers or data engineers looking to expand their knowledge or ...
Welcome to “Mastering Machine Learning with Python,” a comprehensive course designed to equip learners with the skills and knowledge to excel in machine learning using Python. This course covers a wide range of topics, ensuring you gain a robust understanding of machine learning and its applicatio...
DouZero is a reinforcement learning framework forDouDizhu(斗地主), the most popular card game in China. It is a shedding-type game where the player’s objective is to empty one’s hand of all cards before other players. DouDizhu is a very challenging domain with competition, collaboration, ...
Similar to other use cases, you can fine-tune the generator LLM to produce more personalized responses. Techniques such as Reinforcement Learning from Human Feedback (RLHF), guide the model’s responses towards user preferences. Also, fine-tuning the generator in a RAG architecture can help the...
machine-learningresearchreinforcement-learningdeep-learningroboticsartificial-intelligenceatarivideo-predictionworld-models Resources Readme License MIT license Activity Stars 938stars Watchers 27watching Forks 199forks Report repository Languages Python99.1% ...
Reinforcement Learning:Reinforcement learning is a category of machine learning in which an agent learns to make decisions by interacting with an environment and gets rewarded or punished for its actions. You can skip diving deeper into it at this stage. ...
Thisbookisfordatascientists,machinelearningengineers,artificialintelligenceengineers,andforallTensorFlowuserswhowishtoupgradetheirTensorFlowknowledgeandworkonvariousmachinelearninganddeeplearningproblems.Ifyouarelookingforaneasy-to-followguidethatunderlinestheintricaciesandcomplexusecasesofmachinelearning,youwillfindthisbook...
Cybersecurityiscrucialforbothbusinessesandindividuals.Assystemsaregettingsmarter,wenowseemachinelearninginterruptingcomputersecurity.Withtheadoptionofmachinelearninginupcomingsecurityproducts,it’simportantforpentestersandsecurityresearcherstounderstandhowthesesystemswork,andtobreachthemfortestingpurposes.Thisbookbeginswiththe...