Best Big Data Certifications in 2023 | Simplilearn (2024)

The Top Big Data Certifications in the Digital Age

Now that you see that certification is a worthwhile career investment, your next step is choosing the type of certification course and provider that fits you best. Unfortunately, when it comes to top big data certification, your choices are almost as numerous as the field’s areas of study. Therefore, we have curated a list of top big data certifications offered by some of the biggest names in the business.

Associate Big Data Analyst (ABDA)

Brought to you by DASCA (Data Science Council of America), this program is ideal for graduate students who want to build a data science career and have decided to focus on a subject such as applied mathematics-economics, business, computer science, management, marketing, statistics, and more.

Recruiters across multiple business sectors know the ABDA certification and hold it in high regard. It’s a powerful and valuable vendor-neutral third-party certification, perfect for young grad students.

Before applying for the ABDA program, aspirants should have a strong, prior, formal exposure and knowledge of Statistics’ basic concepts, and possess hands-on experience with the tools and techniques of problem-solving issues like central tendency calculation; dispersions and averages; permutations and combinations; probability; creating charts, graphs, histograms, and scatter plots.

DASCA also offers other useful, practical certification courses such as:

1. Associate Big Data Engineer

This program gives you proficiency in engineering and developing big data programs, applications, and software. It's an ideal program for university and tech school graduates who want big data engineering and development careers.

2. Senior Big Data Engineer

If you’re already a programmer or software engineer but want more out of your career, this is the certification course for you. This course is best suited for aspirants who have an undergrad degree in computer science or information technology. This certification equips you to work on the most challenging big data applications and software development projects.

Cornell University

While many colleges and universities have online certification programs, Cornell’s certificate programs stand out from the pack. Here are three data analytics certification courses for aspiring big data professionals.

1. Understanding and Visualizing Data

It’s one thing to have reams of actionable data; it’s another to know how to analyze it effectively. This course helps you develop a working familiarity with the grounding principles of data analysis. In addition, the course provides help sheets and other valuable tools practical for data handlers, turning you into a better data consumer. Participants who complete this course will receive 6 Professional Development Units (PDUs) from Project Management Institute.

This course also serves as the prerequisite for taking the remaining two courses listed.

2. Implementing Scientific Decision Making

Statistics help you forecast uncertain outcomes and enable professionals to guide strategy and make decisions. This course helps you manage big data better by teaching you to sample data scientifically, limiting generalizations to patterns backed up by the most vital statistics.

3. Using Predictive Data Analysis

The way to get the most out of your data is to get a solid grasp on what to pay attention to, understand the data’s relationships and variables, then make the right connections. This course teaches you how to identify uncertainty in business decisions and choose variables that help reduce those uncertainties. When you finish this course, you will have a functional, robust decision model at your disposal for making predictions related to your data-influenced business decisions.

Once you finish these certification courses, you can avail yourself of a larger menu of data science certification programs.

Intellipaat Big Data Hadoop Certification

Intellipaat offers Big Data Hadoop certification recognized by more than 80 corporations and organizations worldwide. The recognition list contains many major IT heavy-hitters such as Cisco, Ericsson, Mu Sigma, Sony, Standard Chartered, and TCS, to name a few. Students earn Intellipaat’s Big Data certification when they complete the Hadoop training and all associated assignments and quizzes, plus successfully addressing the projects assigned at the end of the training. Intellipaat Hadoop certification is comparable to six months of industry experience.

Intellipaat’s Big Data Hadoop Architect Training and Certification Includes:

• Training in Hadoop domains such as Dev, Admin, and Analyst
• High-quality videos, tutorials, interview questions, PDFs, PPTs, etc.
• Excellent support, including 24/7 question resolution, and doubt clearance
• Instructors with more than fourteen years of experience in the industry
• 14 real-time case studies and industry-oriented projects
• Tie-ups with over 80 corporations for exclusive job placement

And should you want to expand your knowledge base to include Machine Learning certification, Intellipaat offers a course too!

SAS Certified Data Scientist

SAS is a global leader in analytics, offering multiple top big data certifications that focus on SAS products. As a result, they enjoy popularity and a solid reputation worldwide.

1. Big Data Professional Using SAS 9 Certification

This certification course is for professionals who want to validate their ability to use open source and SAS data management tools to prepare big data for statistical analysis. This certification requires two exams: SAS Big Data Preparation, Statistics, Visual Exploration, and SAS Big Data Programming and Loading.

2. Advanced Analytics Professional Using SAS 9 Certification

This certification course is for professionals who need to analyze big data with various statistical analysis and predictive modeling techniques and tools. This certification requires passing three exams: Predictive Modeling Using SAS Enterprise Miner 7, 13, or 14, SAS Advanced Predictive Modeling and SAS Text Analytics, Time Series, Experimentation, and Optimization.

Professionals who earn big data and advanced analytics certifications are also eligible for SAS Data Scientist certification. This certification course is designed for professionals who want to manipulate and gain insights from big data using various SAS and open source tools, make business recommendations with complex machine learning models, and deploy models at scale using the flexible, robust SAS environment.

The United States Data Science Institute (USDI)

The USDI is a global leader in data science transformation and innovation and offers a fantastic selection of data science-related certifications. Here are three of the more popular in-depth, high-end data science certifications:

1. Certified Data Science Professional

This course is the perfect certification if you're starting on the path to becoming a Big Data engineer. It’s aimed at undergraduate students, professionals with less than two years of related work experience, and anyone who has a passion for upskilling with cutting-edge practices in data analysis and data sources. The course offers two different paths, depending on the applicant’s academic and work experience.

The curriculum includes:

• Data Science and its Importance
• Mathematics and Statistics for Data Science
• Big Data and Hadoop
• Database and Data Science
• Performing Data Analysis
• Data Visualization & its libraries
• Tableau and PowerBI for Data Science
• Data and Machine Learning

2. Certified Lead Data Scientist

This certification course is a more advanced offering, focusing on Data Analytics, Deep Learning, Machine Learning, NLP, Text Analytics, and more. The certification course offers four different paths, each one with diverse academic and work experience qualifications.

The curriculum features:

• Data Science and Data Analysis
• Big Data and Data Science
• Data Analysis Lifecycle and Workflow
• Key Methods in Data Science
• Working with Data and Databases
• Advanced Big Data Analytics
• Machine Learning and PowerBI
• Data Analytics: Case Studies
• Containerization, RPA, IoT, and Cloud

3. Certified Senior Data Scientist

This certification course represents the ultimate USDI-offered qualification. The Certified Senior Data Scientist (CSDS™) offers a ground-breaking, advanced technical mindset ideal for leading any commercial-related data science project. The program features three different paths and is designed to make the experienced data scientist competent in the advanced skills needed to function strategically within any organization.

The curriculum includes:

• Data Science for Data Scientists
• Essential Operations on Data
• Essential Data Science for Data Scientists
• Data Visualization Using Tableau
• Data Science for Business
• Big Data and Data Lakes
• Data Science Methods for Data Scientists
• Data Science in Marketing
• Elastic Stack for Data Scientists
• DevOps and Cloud Computing

Data Engineer Certification and Big Data Certification Courses from Simplilearn

Despite their variety, all the big data certification courses described above have one common trait: they focus primarily on the exam, not the education and hands-on training that prepares you for the exam. Furthermore, any knowledge they offer is of a limited, general sort, requiring you to piece together your learning. For that reason, pursuing a certification course through a big data vendor might not be the right choice for you and your career. Also, unless you already know you need to specialize in a vendor such as SAS, you probably need a more general and all-encompassing education.

If you’d like a more clear-cut, vendor-agnostic path to your big data certification courses and career move, consider Simplilearn’s many choices for top big data certifications. Simplilearn offers a wide range of big data certification courses, from the specific to the general, and a thorough, practical education that prepares you for your certification exam. Here’s a sample of Simplilearn’s Big Data certification courses.

1. Big Data Hadoop Certification Course

With this top big data certification course, you can master the concepts of the Hadoop framework and prepare for Cloudera’s CCA175 Big data certification. With the online Hadoop training, you can learn how the Hadoop ecosystem components, such as Hadoop 2.7, Yarn, MapReduce, HDFS, Pig, Impala, HBase, Flume, and Apache Spark fit with the Big Data processing lifecycle. Hands-on learning happens when you implement real-life projects in banking, telecommunication, social media, insurance, and e-commerce on CloudLab. The certification exam is offered when you complete the course, and a practice exam is available.

2. Big Data Hadoop Administrator Certification Course

This certification course trains professionals with the methodologies necessary to excel in big data analytics. With this Hadoop Admin training, you can learn to work with the adaptable, versatile frameworks based on the Apache Hadoop ecosystem, including Hadoop installation and configuration. You will also understand cluster management with Sqoop, Flume, Pig, Hive, Impala, and Cloudera; and big data implementations with exceptional security, speed, and scale. The certification exam is offered when you complete the course, and a practice exam is available.

Earning Multiple Big Data Certifications with a Master’s Program

With Simplilearn, you can also choose to earn multiple certifications in the Big Data Engineer Master’s program. You earn seven different Big Data certifications with this course of study:

1. Big Data for Data Engineering
2. Big Data Hadoop and Spark Developer
3. PySpark Training Course
4. Apache Kafka
5. MongoDB Developer and Administrator
6. AWS Big Data Certification Training
7. Big Data Capstone

The Big Data and Data Science Master’s program also certifies you in multiple areas as you earn a certification for each of these five courses:

1. Data science with R programming
2. Big Data Hadoop and Spark Developer
3. Tableau Training
4. Data Science with Python
5. Machine Learning

If you want a certification covering a broad range of skill sets and positions you for success as a specialist in either an architect or engineer role, these master's programs are your best choice. If you prefer a narrower focus, you can see by Simplilearn’s wide range of top big data certifications that you can find one to best fit your needs and then earn additional certifications in the future as needed.