Top online courses to learn Apache Spark
Let us look at a few courses (paid and free) that can get you started in this technology.
OpenMined, Google launch PipelineDP to bring better privacy to ML datasets
PipelineDP can be applied to larger datasets using batch processing systems to ensure results don’t contain any personal information.
Scala vs Python for Apache Spark: Which one to go for
Though Spark has APIs for both Scala and Python, let us try to understand which one you should choose for using the Apache Spark framework.
Microsoft open-sources distributed ML library SynapseML
SynapseML runs on Apache Spark, provides a language-agnostic API abstraction over several datastores, and integrates with several existing ML technologies, including Open Neural Network Exchange (ONNX).
MasterClass: Performance Boosting ETL Workloads Using RAPIDS On Spark 3.0
As Data Scientists and Engineers, two of the biggest challenges you face are the exponential growth of data and the slow processing speeds.
Yandex Upgrades Machine Learning Library CatBoost
The new version goes far beyond just an upgrade and is the culmination of four years of work by the Yandex Team.
38 Billion Reasons Why Databricks Is The Next Big Thing For Indian Enterprise AI
“More than 5,000 organisations worldwide, and over 40% of the Fortune 500 rely on the Databricks Lakehouse Platform.” On Tuesday, the data and AI company Databricks announced a $1.6 billion, bringing the total funding to almost $3.6B. The Series H funding, led by Morgan Stanley, puts Databricks at a record $38 billion post-money valuation. Founded […]
8 Scala Libraries For Data Science In 2021
– Apache Spark MLlib & ML
– DeepLearning4J
– BigDL
– H2O Sparkling Water
– Conjecture
– Akka
– Spray
– Slick
Beginner’s Guide To Machine Learning With Apache Spark
Pyspark is a data analysis tool created by the Apache Spark community for using Python and Spark. It allows you to work with Resilient Distributed Dataset(RDD) and DataFrames in python.
Top 8 Alternatives To Apache Spark
Launched in the year 2009, Apache Spark is an open-source unified analytics engine for large-scale data processing. With more than 28k GitHub stars, this analytics engine can be said as one of the most active open-sourced big data projects and is popular for its various intuitive features. Some of its features include ease of writing […]
Python Vs Scala For Apache Spark
Apache Spark is a popular open-source data processing framework. This widely-known big data platform provides several exciting features, such as graph processing, real-time processing, in-memory processing, batch processing and more quickly and easily. With the expansion of data generation, organisations have started utilising these vast amounts of data to gain meaningful insights. Big data tools […]
Top 11 Tools For Distributed Machine Learning
There are two fundamentally different and complementary ways of accelerating machine learning workloads: By vertical scaling or scaling-up, where one adds more resources to a single machine Or 2. By horizontal scaling or scaling-out, where one adds more nodes to the system But when it comes to the degree of distribution within a machine learning […]
