CPU vs GPU in Deep Learning: How Big Is the Difference in Training Time?
Do you know how much faster a Deep Learning model trains on a GPU than on a CPU? In this article we measure the training time difference and show you.
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Fault-Tolerant, Highly Available Apache Kafka Cluster
Learn how to set up a Kafka cluster with multiple brokers, distributed across several real cloud servers, step by step.
Apache Kafka Consumers and Producers with Java and Python
Learn step by step how to program Kafka Consumers and Producers in both Java and Python, and test them in a real environment.
How to Install Apache Kafka
Learn how to install and use Apache Kafka in a professional cloud environment step by step: technical tips, commands, scripts and more.
Apache Kafka
Apache Kafka is a message broker for Big Data architectures. Brokers, Topics, Partitions, Producers and Consumers. High availability, fault tolerance, scalable.
Political Toxicity in Tweets
Example of using a Spanish classification model on Hugging Face, built by Newtral's NLP team, that scores how much "political toxicity" a tweet generates.
ETL: Extract, Transform, and Load
ETL is used for massive, real-time data processing (Big Data): Extract data from different sources, Transform it into a useful structure, and Load it where you can use it.
How to Install TensorFlow with GPU on Windows
Want to install TensorFlow with GPU support on Windows without losing your mind? In this tutorial we show you how to install it step by step.
What Do We Need to Know to Install TensorFlow with GPU Correctly?
Installing TensorFlow and getting it to work with your GPU is easy: you just need to know what to install and which versions are compatible with each other.
Python vs NumPy vs GPU (TensorFlow): Execution Times
Want to know how much faster a GPU is than a CPU for training neural networks? We measure execution times for Python, NumPy and TensorFlow on a GPU.
Install Apache Spark on Any Operating System and Learn to Program It with Python, Scala or Java
Install and test Apache Spark step by step with Python, Scala and Java, also with Jupyter Notebook and JupyterLab. Work with Big Data the easy way.
Install Jupyter Notebook and JupyterLab from the Terminal from Scratch and Learn How to Use Them
Install Jupyter Notebook and JupyterLab easily on any operating system and learn how to work in an interactive, multi-language environment.