--- description: Tudo sobre TensorFlow: preço, alternativas, vantagens e desvantagens, funcionalidades e avaliações de outros usuários graças à Capterra Portugal. Saiba mais! image: https://gdm-localsites-assets-gfprod.imgix.net/images/capterra/og_logo-e5a8c001ed0bd1bb922639230fcea71a.png?auto=format%2Cenhance%2Ccompress title: TensorFlow - Preço, avaliações e classificação - Capterra Portugal 2026 --- Breadcrumb: [Home](/) > [Software de Machine Learning](/directory/31103/machine-learning/software) > [TensorFlow](/software/171057/tensorflow) # TensorFlow Canonical: https://www.capterra.pt/software/171057/tensorflow Page: 1 / 5\ Seguinte: [Next page](https://www.capterra.pt/software/171057/tensorflow?page=2) > Uma plataforma de código aberto que permite que desenvolvedores, empresas e pesquisadores criem e implantem algoritmos de aprendizado de máquina. > > Verdict: Rated **4.6/5** by 104 users. Top-rated for **Probabilidade de recomendação**. ----- ## Resumo ### Quem usa TensorFlow? Uma plataforma de código aberto no local e baseada na nuvem que permite que desenvolvedores, empresas e pesquisadores criem e implantem algoritmos e modelos de aprendizado de máquina. ## Quick Stats & Ratings | Metric | Classificação | Detail | | **Geral** | **4.6/5** | 104 Avaliações | | Praticidade | 3.9/5 | Based on overall reviews | | Suporte ao cliente | 4.1/5 | Based on overall reviews | | Relação qualidade/preço | 4.7/5 | Based on overall reviews | | Recursos | 4.6/5 | Based on overall reviews | | Recommendation percentage | 90% | (9/10 Probabilidade de recomendação) | ## Sobre o fornecedor - **Empresa**: Google ## Commercial Context - **Target Audience**: Profissional autônomo, 2 - 10, 11 - 50, 51 - 200, 201 - 500, 501 - 1 000, 1 001 - 5 000, 5 001 - 10 000, 10 000+ - **Deployment & Platforms**: Nuvem, SaaS, baseado na web, Mac (desktop), Windows (desktop) - **Idiomas**: inglês - **Available Countries**: Estados Unidos ## Recursos - Aprendizado profundo - Formação de modelos - Gestão do fluxo de trabalho - Modelagem preditiva - Processamento de linguagem natural ## Opções de suporte - Email/Help Desk - FAQs/Fórum - Base de conhecimento - Suporte por telefone ## Category - [Software de Machine Learning](https://www.capterra.pt/directory/31103/machine-learning/software) ## Alternativas 1. [Google Cloud](https://www.capterra.pt/software/170983/google-cloud-platform) — 4.7/5 (2282 reviews) 2. [MySQL](https://www.capterra.pt/software/11482/mysql) — 4.6/5 (2095 reviews) 3. [XLSTAT](https://www.capterra.pt/software/119448/xlstat) — 4.7/5 (398 reviews) 4. [Datalore](https://www.capterra.pt/software/1023000/datalore) — 4.5/5 (8 reviews) 5. [vSphere](https://www.capterra.pt/software/93512/vmware-horizon) — 4.7/5 (433 reviews) ## Avaliações ### "TensorFlow is useful, although it requires a healthy time commitment to produce accurate models" — 4.0/5 > **Thomas** | *26 de abril de 2018* | Recommendation rating: 7.0/10 > > **Vantagens**: TensorFlow is fascinating in seeing how it produces results in a reasonable time frame. It is completely flexible compared to its costly competitors. The software connects well with various data sources and in setting up scripts to run automatically. > > **Desvantagens**: TensorFlow takes a lot of time to become an expert in what it is doing. The programming time-commitment might not be worth it unless you plan on customizing your modeling to work with other software. > > The benefits I received from this software is more accurate modeling and an interesting insight into what makes one software better than another. TensorFlow did for me what it says it does - produce high quality models, such as neural networks, with a lot of human capital input. ----- ### "Relatively Straightforward Deep Learning Framework" — 5.0/5 > **Ben** | *27 de setembro de 2019* | Software | Recommendation rating: 9.0/10 > > **Vantagens**: The 2.0 version is easy to set up and there are a lot of APIs that are integrated for using various programming languages to do the same thing. I personally have been using python with this application and have had very little problems getting going. There are a lot of tutorials on getting started, some good data available for free to assist with the learning process. Everything can be run locally which makes it easy to expand on-site. Cloud options are also affordable. > > **Desvantagens**: The learning curve is a bit steep. This isn't specifically an issue because of TensorFlow itself, the idea of neural networks are not simple. TensorFlow has made improvements on 2.0, that make it easier to use compared to previous versions. > > Human pattern recognization, image recognization. Habits and trends. ----- ### "Review of Google Cloud ML Engine" — 3.0/5 > **shushant** | *9 de janeiro de 2021* | Serviços e tecnologia da informação | Recommendation rating: 7.0/10 > > **Vantagens**: The feature of the Google Cloud ML Engine that I most like is the machine learning features that have been provided by this platform. The ML features of this engine provide SOTA results in every task in machine learning and artificial intelligence. The ML features are very handy and easy to use and integrate in other applications as well. I would recommend everyone to use Google Cloud ML Engine for developing AI systems. > > **Desvantagens**: The pricing, when exceeded the free tier of Google Cloud ML platform, is high. The pricing is high compared to other services like Azure Cloud ML platform. > > My overall experience with Google Cloud ML platform was very good. I used it's machine learning services to integrate those in my web applications. ----- ### "A Machine and Deep Learner must have Library" — 5.0/5 > **Scott W.** | *5 de setembro de 2018* | Consultoria de gestão | Recommendation rating: 10.0/10 > > **Vantagens**: This Library is very flexible for doing Matrices and Tensor So building very deep high level but quick and scalable ready to use neural networks is at your finger tips. The added other Anaconda Library and Keras compatibility > > **Desvantagens**: Depreciation of the code is frustrating. To use one form just to throw a Error message. ----- ### "Very helpful in the new world of machine learning." — 5.0/5 > **Esra** | *11 de maio de 2018* | Recommendation rating: 9.0/10 > > **Vantagens**: I used TensorFlow on AWS which was easier with all the infrastructure AWS built. It was a good start to machine learning with all the AI and neural network popularity going on these days. It was challenging and exciting to prepare datasets, train them and see the satisfactory results in dashboard. It is also open source and this gives an advantage to TensorFlow. > > **Desvantagens**: There is a long and challenging learning period. Documentation is rich but it would be so much better to learn and use it with some visual aids. > > You will learn a lot from TensorFlow. It is a good way of entering the machine learning world. ----- Page: 1 / 5\ Seguinte: [Next page](https://www.capterra.pt/software/171057/tensorflow?page=2) ## Links - [View on Capterra](https://www.capterra.pt/software/171057/tensorflow) ## This page is available in the following languages | Locale | URL | | de | | | de-AT | | | de-CH | | | en | | | en-AE | | | en-AU | | | en-CA | | | en-GB | | | en-IE | | | en-IL | | | en-IN | | | en-NZ | | | en-SG | | | en-ZA | | | es | | | es-AR | | | es-CL | | | es-CO | | | es-CR | | | es-DO | | | es-EC | | | es-MX | | | es-PA | | | es-PE | | | fr | | | fr-BE | | | fr-CA | | | fr-LU | | | it | | | ko | | | nl | | | nl-BE | | | pt | | | pt-PT | | ----- ## Structured Data