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Best Data Analytics Training Institute In Pune
The Data Analytics certification from Reliable Training Institute is one of the most comprehensive Data Analytics courses in Pune. Data Storage and processing using Hadoop, Spark, and HDFS are dealt with very descriptively. Apache Hadoop is used to extract data and Apache Spark is used to analyze it further. The concepts of Data Preparation, Data Cleansing and Exploratory Data Analysis are examined in detail. Data Mining of Structured (RDBMS) and Unstructured (Big Data) data, with the aid of Python and R programming, is illustrated with real-life examples. A module is dedicated to the core concepts of Machine Learning and developing Machine Learning Algorithms for Predictive Modelling using Regression Analysis. Various black-box techniques like Neural Networks, SVM are illustrated and the efficacy of Data Visualization techniques to present findings feature in the best Data Analytics Training Institute.
Big Data refers to heterogeneous humongous volumes of data arriving at high velocity that exceeds the conventional storage, processing, and computing capacity of regular databases and Data Analysis Techniques. We are referring to petabytes and terabytes of storage capacity. The data stored can be web data (page views, searches.reading reviews), text data (email, news, Facebook feeds) Time and location data (GPS and mobile phone inputs), Smart grid and sensor data (use of sensors in engines and machinery), Social Network Data (Link analysis in sites like Facebook, Instagram, etc) and data stored in RDBMS.
Big Data Analytics denotes the cluster of tools and techniques used to analyze Big Data to expose hidden patterns and correlations in the data. This enables cost-reduction and better decision making. It also helps us to design better quality products and services in the next-generation category.
This Data Analytics course from Reliable Training Institute is a structured course which teaches students about the various stages of the Big Data Analytics lifecycle which are: Problem Identification, Designing Data Requirements, Pre-processing Data, Performing Analytics Over Data, Visualizing Data.
This course gives you an outlook towards the various techniques facilitating data analytics on huge datasets. Learners will assess the application of these technologies that provide scalable systems for storing and processing huge amounts of data. This module instructs the student on the various techniques used to analyze structured and unstructured data, building advanced prediction models with machine learning algorithms and data visualization. The Big Data Analytics course is the ideal course for professionals who want to acquire in-depth knowledge of Big Data frameworks. Data Analytics training will cover the Hadoop Distributed File System (HDFS), MapReduce, YARN, and the basics of Linux OS. Students will learn to use Pig, Hive, Python, and Scala to process and analyze large datasets stored in HDFS, and Sqoop for data migration from a relational database management system to a Big Data system. They will also be introduced to various black-box techniques like Neural Networks and SVM. The course is laden with practical case studies that enable the participants to solve complex business problems and improve profitability in their companies.
Reliable Training Institute is the best training institute in Pune for project-based industrial training, skill development & corporate trainings.
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