📝NLP | Word Embeddings | Word2Vec
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😮 In the previous video in my NLP Playlist on my YouTube channel AccelerateAICareers , we explored the fundamental concepts of word embeddings, and specifically discussed Count-based Word Embedding techniques.
💫 Now, it's time to take a deep dive into the neural network architecture based Word2Vec (Word Embedding Techniques).
🌟 Join us as we peel back the layers and uncover the inner workings of this groundbreaking approach.
🔥 You'll learn how Word2Vec leverages neural networks to generate high-quality, context-aware word representations that capture the semantic and syntactic relationships between words.
👉 In this video and next video in the playlist, through detailed explanations and hands-on examples, you'll gain a comprehensive understanding of the feature representation process, the training algorithms (Continuous Bag-of-Words and Skip-Gram), and the optimization techniques that make Word2Vec a game-changer in the world of NLP.
💯 Whether you're a seasoned data scientist or a curious learner, this video will equip you with the knowledge and insights to harness the power of Word2Vec and take your natural language processing projects to new heights.
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🔥 Unveiling the Inner Workings of hashtag#LLaMA2: An Architectural Deep Dive
(Popular LLM series)
😲 Discover the cutting-edge innovations powering Meta's transformative LLaMA2 model - from its advanced architecture to the groundbreaking training process that's redefining natural language AI.
🤖 Developed by the brilliant minds at Meta hashtag#AI, LLaMA2 represents a major leap forward in natural language processing. From its innovative transformer-based design to the novel techniques used in its training, this model is pushing the boundaries of what's possible with large language models.
👇 You'll discover the key architectural elements that give LLaMA2 its edge, including increased context length, grouped-query attention, and specialized variants like Code LLaMA for programming tasks. Dive into the groundbreaking training methodologies that enable LLaMA2 to outperform other open-source models on a wide range of benchmarks.
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🔗 Full video link: youtube.com/watch?v=_MCJoKSY…#llm#llms#AI#artificialintelligence#machinelearning#machinelearningbasics#generative#generativeai#deeplearning#foundationmodels#viral#generativemodels#llama2#llama3#largelanguagemodels#largelanguagemodel#popularllm#ailearning#aiconcepts#nlp#nlptutorial@Meta
Excited to visit Thessaloniki for the 2023 @M2lSchool. On Wednesday, I am presenting the NLP tutorial alongside Matko Bosnjak and Nemanja Rakicevic @nrkcv.
The tutorial will become available on GitHub soon.
#M2lSchool#NLPTutorial