The Dell EMC Advanced Analytics Specialist certification exposes you to big data and data analytics basics. Topics for this certification include an introduction to data analytics, big data characteristics, and data scientists' roles. It also had a variety of big data theories and techniques, including linear regression, time-series analysis, and decision trees.
This Dell EMC Advanced Analytics Specialist certification is designed to build on the skills developed in the associate-level course and help aspiring data scientists continue to evolve and grow their skill sets. The main growth areas include advanced analytical methods, Hadoop and Pig, Hive, HBase, social network analysis, natural language processing, and visualization.
Benefits of Dell EMC Advanced Analytics Specialist Certification
Data exploration and discovery to recognize and quantify the characteristic of the data. This is an interactive method to determine which variables and metrics to test in the interactive analytic model development process.
Data enrichment is the method of creating new higher-order variables that enhance the content and context of the raw data given the problem being addressed. Data enrichment methods cover log transformations, RFM (recency, frequency, monetary) calculations, indices, share, attributions, and scores.
Data visualization uses tools and methods to identify patterns, trends, outliers, and correlations that might be helpful in the analytic modeling process; to identify variables and metrics that might be better predictors of business and operational performance.
Feature engineering, creating new input features for machine learning, is one of the most effective methods for developing predictive models.
Job Outlook
According to the US Bureau of Labor Statistics, the number of data scientist positions in the United States is expected to increase by 22 percent from 2020 to 2030. The potential rise means that job growth for data scientists is about three times higher than the national average for all careers.
Careers as Dell EMC Advanced Analytics Specialists are still a comparatively new concept. However, since the advent of big data, it is becoming increasingly critical for large and mid-size companies to have a data scientist on their staff who can aid them in making the most of their data. Frequently, data scientists' insights can have enormous benefits for companies.
Possible Career Pathway for a Dell EMC Advanced Analytics Specialist
The first step for anyone who wants to become a Dell EMC Advanced Analytics Specialist is to learn the technical skills mentioned above, which are required for this field.
You can do this through a boot camp, a bachelor’s degree, or studying independently. Having these skills is an essential demand for becoming a data scientist. Once you have these skills, you will have a good chance of landing an entry-level position as a data scientist.
However, to improve your chances of landing a data scientist position, you should complete a master’s degree in either data science or computer science. Earning as many of the abovementioned certifications as possible would be best. The more credentials you have, the better your chances of getting a good data science position.
The Dell EMC Advanced Analytics Specialist is a foundation certification that exposes you to analytic data basics and big data. You are considered a proven professional as you pass your Dell EMC Advanced Analytics Specialist certification.
Role of a Dell EMC Advanced Analytics Specialist
As businesses generate more data than ever, it becomes clear that data is valuable. However, extracting meaningful insights from data demands analyzing the data, which is where Data Scientists come in. A Dell EMC Advanced Analytics Specialist collects, organizes, surveys, and interprets data to find trends, patterns, and correlations.
Data Scientists play an essential role in guaranteeing that organizations make informed decisions. They work closely with business leaders to identify specific objectives, such as determining customer segmentation and driving improvements in products and services. Using advanced machine learning algorithms and statistical models, Data Scientists can examine massive datasets to uncover patterns and insights that help organizations make sound decisions.
Data Scientists usually have a combination of technical skills and knowledge of interpreting and visualizing data. They must have expertise in statistical analysis, programming languages, machine learning algorithms, and database systems.
The role of a Dell EMC Advanced Analytics Specialist is critical for businesses looking to make data-driven decisions. Data Scientists collect, organize, analyze, and interpret data to identify trends and correlations. They also develop data processing pipelines, design reports and dashboards, and develop models to forecast future trends. They must understand the business context and the customer’s needs to succeed in the field.
Conclusion
Data Science tools and techniques provide a lot to the growth of a business. Every business is undergoing a digital transformation, and there is a growing demand for candidates with appropriate skills. Knowledge companies offer competitive salaries for the right talent if you are interested in a career in data science or moving to roles such as Business Analysts, Data Analysts, Data Engineers, Analytics Engineers, etc.
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