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TensorFlow is a free and open-source software library for dataflow and differentiable programming across a range of tasks. It is a symbolic math library, and is also used for machine learning applications such as neural networks.
The rise of alternative deep learning frameworks is making TensorFlow less popular. TensorFlow is a popular open-source software library for numerical computation using data flow graphs. It is used for machine learning, data science, and artificial intelligence applications. TensorFlow was developed by Google and released in 2015. Reasons for TensorFlow’s […]
Python, renowned for its versatility and user-friendly nature, boasts many libraries and modules catering to various functionalities. These libraries simplify the development process, enabling developers to craft efficient solutions for diverse domains. Here’s a rundown of ten pivotal Python libraries: These libraries, each with unique offerings, form the backbone of […]
Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) are related but distinct fields of study and technology. Artificial Intelligence (AI) is a broad field encompassing various technologies and approaches for creating intelligent systems. It includes subfields such as rule-based systems, planning, problem-solving, and more recent technologies such as […]
TinyML: Machine Learning with TensorFlow Lite on Arduino and Ultra-Low-Power Microcontrollers Neural networks are getting smaller. Much smaller. The OK Google team, for example, has run machine learning models that are just 14 kilobytes in size—small enough to work on the digital signal processor in an Android phone. With this […]
The last mile is the final leg of the journey for a product, from the fulfillment center to the customer’s door. It is often the most expensive, time-consuming, and critical part of the supply chain. A well-run last-mile operation can ensure that products are delivered on time, in good condition, […]
The rise of remote work has led to new challenges and opportunities for building colleague relationships. The COVID-19 pandemic has had a profound impact on the way we work. One of the most significant changes has been the rise of remote work. According to a recent study by Buffer, the […]
Through this series so far you’ve been learning the basics of NLP using TensorFlow. You saw how to tokenize and then sequence text, preparing it to train neural networks. You saw how sentiment in text can be represented with embeddings, and how the semantics of text over long stretches might […]