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The data science industry offers several rewarding career options including the highly prestigious job of Lead Data Scientist. Move ahead in your data science career to this advanced data science job role by mastering the essential skills needed to excel in this career path through the best data science certification program Certified Lead Data Scientist (CLDS™) offered by the globally recognized United States Data Science Institute (USDSI�).

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Apache Hadoop and Apache Spark. These are the two big names in the world of open-source frameworks to manage and process big data for analytics. No need to mention how important data analysis is today to gain real-time insights and stay ahead of the competition. But how do these two widely used data science frameworks differ? What are their pros and cons? �

Check out our comprehensive infographic comparing the two incredible data Science tools Apache Spark and Apache Hadoop to understand their unique strengths and weaknesses and learn which one is best for your specific needs.�