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Key Skills Proficiency in SQL is essential, along with experience in data visualization tools such as Tableau or PowerBI. Additionally, knowledge of cloud platforms (AWS, Google Cloud) and experience with deployment tools (Docker, Kubernetes) are highly valuable.
Dashboards, such as those built using Tableau or PowerBI , provide real-time visualizations that help track key performance indicators (KPIs). Big data platforms such as Apache Hadoop and Spark help handle massive datasets efficiently. Data Scientists require a robust technical foundation.
Tools like Tableau, PowerBI, and Python libraries such as Matplotlib and Seaborn are commonly taught. Big Data Technologies : Handling and processing large datasets using tools like Hadoop, Spark, and cloud platforms such as AWS and Google Cloud. R : Often used for statistical analysis and data visualization.
To confirm seamless integration, you can use tools like Apache Hadoop, Microsoft PowerBI, or Snowflake to process structured data and Elasticsearch or AWS for unstructured data. Unify Data Sources Collect data from multiple systems into one cohesive dataset.
Experience with cloud platforms like; AWS, AZURE, etc. Experience with visualization tools like; Tableau and PowerBI. Knowledge of big data platforms like; Hadoop and Apache Spark. High proficiency in visualization tools like; Tableau, Google Studio, and PowerBI. Basic programming knowledge in R or Python.
With expertise in programming languages like Python , Java , SQL, and knowledge of big data technologies like Hadoop and Spark, data engineers optimize pipelines for data scientists and analysts to access valuable insights efficiently. Big Data Technologies: Hadoop, Spark, etc. Big Data Processing: Apache Hadoop, Apache Spark, etc.
From development environments like Jupyter Notebooks to robust cloud-hosted solutions such as AWS SageMaker, proficiency in these systems is critical. Hadoop, though less common in new projects, is still crucial for batch processing and distributed storage in large-scale environments.
Gain Experience with Big Data Technologies With the rise of Big Data, familiarity with technologies like Hadoop and Spark is essential. Learn to use tools like Tableau, PowerBI, or Matplotlib to create compelling visual representations of data. Additionally, familiarity with cloud platforms (e.g.,
Tableau/PowerBI: Visualization tools for creating interactive and informative data visualizations. Hadoop/Spark: Frameworks for distributed storage and processing of big data. Cloud Platforms (AWS, Azure, Google Cloud): Infrastructure for scalable and cost-effective data storage and analysis.
Apache Hive Apache Hive is a data warehouse tool that allows users to query and analyse large datasets stored in Hadoop. PowerBIPowerBI is another widely used business intelligence tool that helps transform raw data into meaningful insights through interactive dashboards and reports.
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