PinnedGeoffrey RathinapandiinTowards AWSData Distribution — Data Scientist’s cheat sheetProbability DistributinAug 25, 2021Aug 25, 2021
Geoffrey RathinapandiTokenization vs. Embedding: Understanding the Differences and Their Importance in NLPTokenization takes the text and maps input sequences to numbers. okenization Straight mapping from token to numbers ( can be modeled but…Oct 30, 20231Oct 30, 20231
Geoffrey RathinapandiinTowards AWSApache PySpark for Machine Learning: Harnessing the Power of Big Data to Train Your Models with AWSPySpark is an open-source framework developed by Apache for distributed computing on Big Data. It provides a user-friendly interface to…Apr 1, 2023Apr 1, 2023
Geoffrey RathinapandiinTowards AWSPySpark vs Pandas DataFrameTwo of the most popular tools in the Python ecosystem for data manipulation are PySpark and Pandas. Both PySpark and Pandas provide data…Mar 30, 2023Mar 30, 2023
Geoffrey RathinapandiinTowards AWSExploring the Power of PySparkApache Spark is an open-source distributed computing system that is used to process large datasets quickly. PySpark is the Python API for…Mar 22, 2023Mar 22, 2023
Geoffrey RathinapandiinTowards AWSHow I passed the TensorFlow CertificationPass the TensorFlow CertificationDec 5, 2022Dec 5, 2022
Geoffrey RathinapandiHow I passed the GCP Professional Architect ExamPass the Google Cloud Certified Professional Architect examOct 20, 20221Oct 20, 20221
Geoffrey RathinapandiinTowards AWSHow I passed the AWS Machine Learning Speciality CertificationPass the AWS Machine learning specialty.Oct 19, 2022Oct 19, 2022
Geoffrey RathinapandiinTowards AWSDeep learning — Activation FunctionThe Activation function is responsible for transforming the summed weighted input from the node into the activation of the node or output…Aug 30, 2022Aug 30, 2022
Geoffrey RathinapandiinTowards AWSSentiment Model with AWS Custom Lambda LayerSentiment AnalyzerMay 22, 2021May 22, 2021
