Big Data System Setup

₹750-1250 INR / hour

Closed

Posted 9 months ago

₹750-1250 INR / hour

Great question "Building Big Data" usually means setting up an environment or system where you can collect, store, process, and analyze large-scale data. Let me break it down step by step: --- Steps to Build a Big Data System 1. Data Collection Gather data from multiple sources: Logs, transactions, social media, IoT devices, sensors, clickstreams, etc. Tools: Apache Flume, Kafka, Sqoop (for importing from databases). --- 2. Data Storage Big Data needs distributed, fault-tolerant storage (not just normal databases). Options: HDFS (Hadoop Distributed File System) – stores data across many machines. NoSQL Databases – MongoDB, Cassandra, HBase. Cloud Storage – AWS S3, Google Cloud Storage, Azure Data Lake. --- 3. Data Processing Once stored, data must be processed (batch or real-time). Batch Processing (large chunks at once): Hadoop MapReduce Apache Spark (faster, in-memory processing) Stream Processing (real-time, continuous): Apache Kafka + Spark Streaming Apache Flink / Storm --- 4. Data Analysis Use algorithms & ML to extract insights. Tools: Apache Spark MLlib (machine learning) R / Python (Pandas, Scikit-learn, TensorFlow, PyTorch) SQL-on-Big-Data engines (Hive, Presto, Impala). --- 5. Data Visualization & Reporting Insights must be shared with humans . Tools: Tableau, Power BI, QlikView Python (Matplotlib, Seaborn, Plotly) Kibana + Elasticsearch for dashboards --- 6. Infrastructure Setup On-Premises (Clusters of Servers) – Needs hardware setup, HDFS, Hadoop/Spark. Cloud-based (easier, scalable): AWS EMR, Redshift, S3 Google BigQuery, Dataproc Azure HDInsight, Synapse --- Example Big Data Pipeline (Simplified) 1. Data Ingestion → (Kafka / Flume) 2. Data Storage → (HDFS / S3 / NoSQL DB) 3. Processing → (Spark / Hadoop) 4. Analysis → (ML, SQL, Python/R) 5. Visualization → (Tableau, Kibana, Power BI) --- In short: To build Big Data, you need to design a pipeline: Collect → Store → Process → Analyze → Visualize. Do you want me to create a roadmap (learning path) for you to **become

Project ID: 39739724

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5 freelancers are bidding on average ₹1,976 INR/hour for this job

@saxt3

Hey Mate Vikash K., Good morning! I’ve carefully checked your requirements and really interested in this job. I’m offering best quality and highest performance at lowest price. I can complete your project on time and your will experience great satisfaction with me. I have rich experienced in Data Visualization, Hadoop, Elasticsearch, Data Analysis, Big Data Sales, Data Processing and Map Reduce. For more information about me, please refer to my portfolios. I’m ready to discuss your project and start immediately. "Building Big Data" Looking forward to hearing you back and discussing all details.. Your Sincerely

₹4,380 INR in 26 days

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@AhmedS2005

Hello, I can assist you with preparing a professional Excel report tailored to your requirements. My support will cover: ✔ Data Entry & Cleanup Organizing and structuring your dataset. Removing duplicates, fixing formatting issues, and ensuring accuracy. ✔ Data Analysis Performing trend analysis to highlight key insights. Creating pivot tables (and charts if required) for clear and interactive summaries. ✔ Final Report A clean, easy-to-navigate Excel file with well-labeled sheets. Dynamic pivot tables and charts for quick updates and future use. Clear documentation so you can easily maintain the report yourself. Why choose me? Strong proficiency in Excel (advanced formulas, pivot tables, trend analysis, dashboards). Experience preparing actionable reports for business and finance. High attention to detail to ensure accuracy and clarity. I can deliver this within your budget and timeframe. Please share your dataset so I can get started. Best regards, Ahmed Samir Ahmed

₹1,000 INR in 40 days

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@juanesfilo

A datapipeline implemented using apache airflow. with the structure Collect → Store → Process → Analyze → Visualize.

₹1,000 INR in 40 days

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@datamateo

I have successfully designed and implemented complete Big Data systems, from architecture to production, ensuring scalability, security, and performance. With proven experience in the banking sector, I bring both technical expertise and business-oriented insight, capable of translating data into measurable value. I would only require some specific details about your organization to tailor the solution precisely to your needs. Confident and results-driven, I can deliver a robust Big Data environment that fully supports your strategic goals.

₹1,250 INR in 40 days