Video: v0 Lab - GenAI Essentials

Curso: GenAI Essentials
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Categorias: Desenvolvimento
Tags: gen, ai, essentials
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Progresso:

Meet Your Instructor - GenAI Essentials
Course Overview - GenAI Essentials
GenAI Roadmap with Rola - GenAI Essentials
What is AI? An Introduction to Artificial Intelligence - AWS AI Practitioner AIF-C01
AI vs Generative AI: What's the Difference? - AWS AI Practitioner AIF-C01
Introduction to Jupyter Notebooks: A Guide for Beginners - AWS AI Practitioner AIF-C01
What is NLP? Natural Language Processing Explained - AWS AI Practitioner AIF-C01
Classification in Machine Learning: Concepts and Techniques - AWS AI Practitioner AIF-C01
Understanding Regression in Machine Learning - AWS AI Practitioner AIF-C01
Types of Machine Learning - AWS AI Practitioner AIF-C01
What is Clustering in Machine Learning? - AWS AI Practitioner AIF-C01
Divisions of Machine Learning - AWS AI Practitioner AIF-C01
What is Classical Machine Learning? - AWS AI Practitioner AIF-C01
Supervised vs Unsupervised Learning: What’s the Difference? - AWS AI Practitioner AIF-C01
Supervised, Unsupervised, and Reinforcement Learning - AWS AI Practitioner AIF-C01
Unsupervised Learning Models - AWS AI Practitioner AIF-C01
Supervised Learning Models Explained - AWS AI Practitioner AIF-C01
Neural Networks and Deep Learning - AWS AI Practitioner AIF-C01
BERT - GenAI Essentials
BERT Lab - GenAI Essentials
BERT Consult with Rola - GenAI Essentials
Sentence Transformers - GenAI Essentials
Sentence Transformers Lab - GenAI Essentials
Introduction to Perceptrons: The Building Block of Neural Networks - AWS AI Practitioner AIF-C01
Basic Perceptron Network - AWS AI Practitioner AIF-C01
Activation Functions in Neural Networks Explained - AWS AI Practitioner AIF-C01
Linear Activation Function Explained - AWS AI Practitioner AIF-C01
Binary Step Activation Function Explained - AWS AI Practitioner AIF-C01
Sigmoid Activation Function: How It Works - AWS AI Practitioner AIF-C01
Tahn Activation Function - AWS AI Practitioner AIF-C01
ReLU Activation Function - AWS AI Practitioner AIF-C01
Leaky ReLU Activation Function - AWS AI Practitioner AIF-C01
ELU Activation Function - AWS AI Practitioner AIF-C01
Swish Activation Function - AWS AI Practitioner AIF-C01
Maxout Activation Function - AWS AI Practitioner AIF-C01
SoftMax Activation Function - AWS AI Practitioner AIF-C01
What is an Algorithm? - AWS AI Practitioner AIF-C01
What is an ML Model? - AWS AI Practitioner AIF-C01
What is a Feature in Machine Learning? - AWS AI Practitioner AIF-C01
What is Inference in Machine Learning? - AWS AI Practitioner AIF-C01
Parameters vs Hyperparameters: What's the Difference? - AWS AI Practitioner AIF-C01
What is Responsible AI? Ethics and Best Practices - AWS AI Practitioner AIF-C01
What is a Foundational Model? - AWS AI Practitioner AIF-C01
What is a Large Language Model (LLM)? - AWS AI Practitioner AIF-C01
Understanding Transformer Architecture in AI - AWS AI Practitioner AIF-C01
What is Tokenization in NLP? - AWS AI Practitioner AIF-C01
Tokens and Model Capacity - AWS AI Practitioner AIF-C01
What are Embeddings? Representing Data in AI - AWS AI Practitioner AIF-C01
What is Positional Encoding in Transformers? - AWS AI Practitioner AIF-C01
What is Attention in Machine Learning? - AWS AI Practitioner AIF-C01
Fine-Tuning Large Language Models (LLMs) Explained - AWS AI Practitioner AIF-C01
What is Data Labeling? - AWS AI Practitioner AIF-C01
What is Data Mining? - AWS AI Practitioner AIF-C01
Data Mining Methods Explained - AWS AI Practitioner AIF-C01
What is Knowledge Mining? - AWS AI Practitioner AIF-C01
What is Data Wrangling? Transforming Raw Data - AWS AI Practitioner AIF-C01
What is Data Modeling? - AWS AI Practitioner AIF-C01
What is Data Analytics? - AWS AI Practitioner AIF-C01
What is a Data Scientist? - AWS AI Practitioner AIF-C01
Data Roles Compared - AWS AI Practitioner AIF-C01
Train vs Test vs Validation Dataset - AWS AI Practitioner AIF-C01
What is a Corpus in Machine Learning? - AWS AI Practitioner AIF-C01
What is a Data Type? - AWS AI Practitioner AIF-C01
Leaderboards Consult with Rola - GenAI Essentials
Intro AI Powered Assistants Lab - GenAI Essentials
Google Colab and SageMaker Studio Labs Lab - GenAI Essentials
Azure ML Studio Notebooks Lab - GenAI Essentials
Lightning AI Basics Lab - GenAI Essentials
Gitpod Lab - GenAI Essentials
GitHub Codespaces Lab - GenAI Essentials
Deepnote Lab - GenAI Essentials
Setup Conda Lab - GenAI Essentials
Installing Python Libraries with Conda - GenAI Essentials
VSCode Notebooks Ipykernel - GenAI Essentials
Jupyter Lab Setup - GenAI Essentials
Zero Shot - GenAI Essentials
Few Shot - GenAI Essentials
Prompt Chaining - GenAI Essentials
Chain of Thought - GenAI Essentials
Tree of Thought - GenAI Essentials
Tree-of-Thought Lab - GenAI Essentials
CO-STAR Framework - GenAI Essentials
reAct Lab - GenAI Essentials
OpenAI Playground - GenAI Essentials
Anthropic Workbench - GenAI Essentials
Google Vertex AI Workbench Lab - GenAI Essentials
Cohere Playground - GenAI Essentials
AI21 Playground Lab - GenAI Essentials
Amazon Bedrock Basics Lab - GenAI Essentials
Google Cloud Vertex AI - GenAI Essentials
Google Cloud Vertex AI Studio - GenAI Essentials
Azure AI Foundry - GenAI Essentials
Hugging Face Pipelines Lab - GenAI Essentials
Hugging Face Direct Model Lab - GenAI Essentials
Hugging Face Spaces Lab - GenAI Essentials
Hugging Face Datasets Lab - GenAI Essentials
Ollama - GenAI Essentials
Ollama Lab - GenAI Essentials
Llamafile - GenAI Essentials
Llamafile Lab - GenAI Essentials
LangChain - GenAI Essentials
LlamaIndex - GenAI Essentials
Llama.cpp - GenAI Essentials
Llama.cpp Lab - GenAI Essentials
Bitnet.cpp - GenAI Essentials
GGUF and GGML - GenAI Essentials
Context Window Caching - GenAI Essentials
Structured JSON Generation - GenAI Essentials
Instructor - GenAI Essentials
Open WebUI Lab - GenAI Essentials
GitHub Copilot Lab - GenAI Essentials
Amazon Q Developer Lab - GenAI Essentials
Gemini Code Assist Lab - GenAI Essentials
Codeium Windsurf Lab - GenAI Essentials
Cursor AI Lab - GenAI Essentials
SourceGraph Cody Lab - GenAI Essentials
StakPak Lab - GenAI Essentials
v0 Lab - GenAI Essentials
Gradio Lab - GenAI Essentials
Streamlit - GenAI Essentials
Lovable Lab - GenAI Essentials
FastHTML Lab - GenAI Essentials
Sandboxing LLMs - GenAI Essentials
OPEA - GenAI Essentials
OPEA Lab - GenAI Essentials
KServe - GenAI Essentials
vLLM - GenAI Essentials
Ray Serve - GenAI Essentials
Text Generation Inference (TGI) and Text Embedding Inference (TEI) - GenAI Essentials
TensorRT LLM - GenAI Essentials
Intel Tiber AI Cloud Lab - GenAI Essentials
Runpod AI - GenAI Essentials
Groq Lab - GenAI Essentials
Replicate - GenAI Essentials
CloudFlare AI Workers - GenAI Essentials
Tensor Processing Units (TPUs) - GenAI Essentials
iGPUs - GenAI Essentials
Vision Processing Units (VPUs) - GenAI Essentials
Medusa - GenAI Essentials
Flash Attention - GenAI Essentials
litGPT - GenAI Essentials
Quantization - GenAI Essentials
Knowledge Distillation - GenAI Essentials
Quantization with Rola - GenAI Essentials
Pinecone Lab - GenAI Essentials
ElasticSearch Lab - GenAI Essentials
MongoDB Lab - GenAI Essentials
PgVector Lab - GenAI Essentials
SerpAPI Lab - GenAI Essentials
OpenHands Lab - GenAI Essentials
CrewAI - GenAI Essentials

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