ETL Best Practices

ETL is the process of extracting data from source systems and bringing it into a data warehouse like BigQuery. ETL stands for extract, transform, and load. When moving data from on-premise systems to BigQuery or from other cloud-based applications there are some key things to keep in mind. Keep in mind that you are typically dealing with …

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Handwriting recognition using Tensorflow and Keras

Priya Dwivedi, Data Scientist at SpringML details the approach of handwriting detection using Machine Learning. Continue reading the article in Towards DataScience. Excerpts: Handwriting recognition aka classifying each handwritten document by its writer is a challenging problem due to the huge variation in individual writing styles. The traditional approach to solving this would be to extract …

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Google Cloud Partnership

Google and SpringML partner on machine learning and advanced data analytics using Google Cloud ML and TensorFlow.

Predicting The Stock Market Using Images

Manuel Amunategui, VP of Data Science at SpringML presented on the topic “Convolutional Neural Networks And Unconventional Data – Predicting The Stock Market Using Images” during the Global Artificial Intelligence Conference in Santa Clara last week. Synopsis: “This is about taking numerical data, transforming it into images and modeling it with convolutional neural networks. In other …

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