About Data Science Certification Course

  • About the Data Scientist Master's program developed in collaboration with IBM

    As shown in the Forrester Wave report from September 2018, IBM is the second-largest provider of Predictive Analytics and Machine Learning solutions in the world. Simplilearn with this course (offered in collaboration with IBM) trains learners via applied learning offering them a chance to gain unparalleled expertise in AI and Data science. The Data Science course in Muscat gets students ready for a rich career in the fields of Artificial Intelligence and Data Science.

    Headquartered in Armonk, New York, IBM is a respected leader in premier cognitive solutions and cloud platforms, offering a vast selection of technology and consulting services. The well-established company is an acknowledged leader in research and development, investing $6 billion annually into these fields. IBM has won five Nobel prizes, five US National Medals of Science, six Turing Awards, nine US National Medals of Technology, and 10 inductions into the US Inventors Hall of Fame.

    What benefits will this Data Science course in Muscat developed in collaboration with IBM give me?

    You will receive certificates from IBM and Simplilearn for their respective courses, once you finish the Data Scientist online Master's program. The certificates that learners earn via our Data Science course in Muscat is proof of their knowledge in the data science realms and is an attestation that they've successfully undergone this Data Science training in Muscat. You will also receive:

    • 24/7 access to IBM’s cloud platforms, which also features IBM Watson and other relevant applications suitable for practicing your skills
    • Simplilearn’s industry-recognized Data Scientist Master's certificate

  • What are the learning objectives?

    The Data Scientist profession is one of the most popular IT-related professions available today. IBM predicts that the need for Data Scientists will increase by 28% in 2020. Our Data Science course in Muscat (delivered as an IBM collaboration) trains you for key skills - data visualizations, clustering, data mining, wrangling, regression models, logistic and regression testing, hypothesis testing, and statistics. The course also explores Hadoop, PROC SQL, SAS Macros, Spark, recommendation engine, supervised and unsupervised learning, and other valuable skills.

    The Data Scientist Master’s program focuses on extensive Data Science training, combining online instructor-led classes and relaxed self-paced learning. Our program offering Data Science training in Muscat ends in a Capstone project which is a culmination of all that you've learned by allowing you to work on actual business problem statements, solving which would require the application of everything you've learned in this course. All of these skills will help you become an expert Data Scientist.

  • What important skills or benefits will you acquire with this Data Science course in Muscat?

    • Get a deep, working understanding of how data is structured and manipulated
    • Understand linear and non-linear regression models and classification techniques, including how to employ them, an important skill for data analysis
    • Learn the essentials of unsupervised and supervised learning models like clustering, linear and logistic regression, K-NN, dimensionality reduction, and pipeline.
    • Perform technical and scientific computing with the SciPy package and its sub-packages such as Integrate, IO, Optimize, Statistics, and Weave.
    • Achieve expertise in mathematical computing using the NumPy and Scikit-Learn packages
    • Familiarity with the many components of the Hadoop ecosystem
    • Gain experience working with HBase, including its data storage capabilities and architecture. You will also learn how to tell the difference between HBase and RDBMS, and conduct partitioning with Hive and Impala
    • You will learn about MapReduce and its characteristics, as well as how to ingest data with key tools like Sqoop and Flume
    • Master how a recommendation engine operates, and time series modeling. Moreover, the program will also train you on vital ML algorithms, techniques and cutting-edge practical applications.
    • You will gain data analysis skills in using Tableau, and become proficient in building interactive dashboards in the data science training in Muscat.

  • What projects are included in this Data Science course in Muscat?

    This Data Science training in Muscat boasts of more than 15 real-life, industry-based projects, emphasizing different domains. These projects help you grasp the more well-used concepts of Data Science and Big Data. Here are some of the projects you will encounter:

    Capstone Project:

    Description: Dedicating mentoring will be available as you work on an highly industry-relevant project which has you solving a real, industry problem via the skills and technologies you'd have mastered via our bootcamp. The capstone project includes all the key points of data extraction, cleaning, and visualization, and how to build and tune models. You can also choose the domain/industry dataset you want to work on, based on whatever options are available.

    After you successfully submit your project, you will earn a capstone certificate, showcasing your expanded learning and skills to potential employers.

    Project 1: Products rating prediction for Amazon
    Domain: E-commerce
    Amazon, one of the top US-based e-commerce companies, habitually recommends products to customers that fall in categories that mesh with their past product activity and reviews. Amazon intends to enhance its recommendation engine, boost its capabilities - making it capable to make rating predictions on non-related products and having them included on the recommendation list shown to the customer.

    Project 2: Improving customer experience for Comcast
    Domain: Telecom
    Description: Comcast, one of the top US-based global telecommunication companies, wants to take their customer service experience to the next level by locating problem areas that reduce customer satisfaction. Once these areas are found, Comcast wants a plan on how to solve this dilemma. The company is also looking for useful strategies that they can put in place to deliver the best customer experience. 

    Project 3: Attrition Analysis for IBM
    Domain: Workforce Analytics
    Description: IBM is one of the United States’ oldest and most well-known IT companies. This computer giant wants you to pinpoint the factors that influence employee attrition. Also, using the parameters identified, the company would like to develop a logistics regression model that predicts the employee churn rate.

    Project 4: Predict accurate sales for 45 Walmart stores, taking into consideration the impact of promotional markdown events. Walmart is one of America’s main retail stores. Figure out if macroeconomic factors like the Consumer Price Index, unemployment rate, etc., impact their sales.
    Domain: Retail
    Description: Walmart typically holds several promotional markdown events during the year. These markdowns usually revolve around popular holidays and annual events such as Labor Day, Thanksgiving, the Super Bowl, and of course, Christmas. The weeks with these holidays have a weighing factor five times higher in valuation than the normal, uneventful weeks. Walmart, however, is facing a challenge because of unanticipated demand, a situation made worse thanks to incorrect demand estimation. This flawed estimation results in the occasional stock shortfall. Macroeconomic factors like CPI, Unemployment Index, etc. can play an important role in predicting demand, but the company hasn’t yet figured out how to leverage these factors. Part of this project involves creating a model to highlight the effects of these promotional markdowns on the holiday weeks.

    Project 5: Learn how top healthcare industry leaders use Data Science to improve their business in this data science course in Muscat.
    Domain: HealthCare
    Description: Predictive analytics is a valuable tool for many facets of healthcare, like mediating hospital readmissions, for example. But regardless of the industry, predictors offer the most value when they can be acted upon. In other words, historical and real-time data alone are useless until the company takes appropriate action. Furthermore, in order to predict the value and effectiveness of forecasting a trend and thereby change its behavior, you have to be able to reintroduce both the predictor and the intervention into the same workflow and system where the trend originally began.

    Project 6: Work on an insurance-based real-life project to understand how insurance leaders like AIG, AXA, Berkshire Hathaway, etc., use Data Science.
    Domain: Insurance
    Description: According to data found in the 2013 Insurance Predictive Modeling Survey, predictive analytics have increased noticeably in the insurance industry, especially among the larger companies. The survey shows a predictive modeling boost across the industry, but the trends are inconsistent. For example, every insurance company writing over $1 billion in personal insurance uses predictive modeling, but companies who deal with less than $1 billion are set in the 69% utilization range.

    Project 7: See how large banks like Bank of America, Citigroup, ICICI, HDFC, etc. use Data Science to stay ahead of their competition. 
    Domain: Banking
    Description: A Portuguese banking institution launched a marketing campaign to give potential customers a compelling reason to invest their money in a bank term deposit. The bank used phone calls for this marketing campaign. Unfortunately, sometimes a customer got multiple calls from the campaign. Your job is to analyze all the relevant data obtained from this marketing campaign.

    Project 8: Understand how stock markets like NASDAQ, NSE, and BSE leverage Data Science and Analytics to gather consumable data from complex data sets.
    Domain: Stock Market
    Description: You will use the Yahoo data reader to import data from the following companies: Amazon, Microsoft, Apple, Google, and Yahoo. You must then use this data to perform fundamental analytics functions such as plotting closing price, plotting stock trade by volume, running daily return analysis, and using pair plots to show the correlations between stocks.

    Project 9: Learn how Data Science is used in the field of engineering by working on this case study of MovieLens Dataset Analysis.
    Domain: Engineering
    Description: The GroupLens Research Project is a research group at the University of Minnesota’s Department of Computer Science and Engineering. The researchers are involved in several projects relating to collaborative filtering, information filtering, and recommender systems.

    Project 10: Explore how top retail companies like Amazon, Walmart, Target, etc. utilize Data Science to analyze and optimize their product placements and stock inventory.
    Domain: Retail
    Description: Big businesses use Analytics to optimize their product shelf placement in stores and their warehouse inventory. This project helps participants learn about the daily cycle of product optimization, taking it from the warehouse to the shelves. This cycle provides the company with insights into regular happenings in the retail sector.

  • Who should take this Data Science course in Muscat?

    The best Data Scientists have an eclectic mixture of experience, data science knowledge, and the associated tools and technologies. It’s a fantastic career path, suitable for rookies and seasoned experts alike. Individuals having a passion for data science, an analytical mindset and good education will find this Data Science training in Muscat to be most beneficial; these include:

    • IT Professionals
    • Analytics Managers
    • Business Analysts
    • Banking and Finance Professionals
    • Marketing Managers
    • Supply Chain Network Managers
    • Beginners or Recent Graduates in Bachelors or Master’s Degree

  • What are the prerequisites for this data science course in Muscat?

    If individuals are looking to enroll and get the best out of this Data Scientist Course in Muscat, they’d need

    • Basic (working level) knowledge of Statistics
    • A fundamental grasp of any related programming language

  • What type of jobs will I be suited for after completing this data science course in Muscat?

    As a successful learner of our globally-recognized Data Science course in Muscat, you will have with you a unique skillset that will allow you to go after top jobs like:

    • Data Scientist 
    • Data Analyst
    • Manager or Lead - Analytics 
    • ML (Machine Learning) Engineer
    • Statistical Programming Specialist

  • Why be a Data Scientist?

    Data is everywhere. We use it at work, at home, or when conducting online commerce, and more is generated every day. So, Data Scientists are consequently the highest ranked professionals in any analytics organization. Glassdoor ranks the career of Data Scientist second in the 50 Best Jobs for 2021. There’s a shortage of Data Scientists, so that’s why it’s a great idea to take this data science course in Muscat. A trained data science professional grasp problem statements gather and assimilate data, come up with data analysis strategies, apply the most effective techniques or algorithms to come up with actionable insights for implementation.

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Tools Covered

NumPypandasSciPypythonRSeabornScikitLearnBeautifulSouptensorflowtableauMatPlotlib

Data Science Certification Learning Path

  • Course 1

    Python for Data Science

    Kickstart your learning of Python for Data Science with this Data Scientist course and familiarize yourself with programming, tastefully crafted by IBM.

    Read More
    Course Content
  • Course 2Online Classroom Flexi Pass

    Applied Data Science with Python

    This Data Science with Python course gives you a complete overview of Python’s data analytics tools and techniques. Learning python is a crucial skill for many data science roles, and you can develop it with this Python data science course. With a blended learning approach, you can learn Python for data science along with concepts like data wrangling, mathematical computing, and more. Unlock your career as a data scientist with Simplilearn’s Data Science with Python training.

    Read More
    Classroom Schedule Weekend class starting 1st Apr
    Course Content
    GO TO COURSE PAGE
  • Course 3Online Classroom Flexi Pass

    Machine Learning

    Ensure career success with this Machine Learning course. Learn this exciting branch of Artificial Intelligence with a program featuring Applied Learning, interactive labs, 4 hands-on projects, and mentoring. With our Machine Learning training, master Machine Learning concepts are required for a Machine learning certification. This Machine Learning online course will provide you with the skills needed to become a successful Machine Learning Engineer today.

    Read More
    Classroom Schedule Weekday class starting 4th Apr
    Course Content
  • Course 4Online Classroom Flexi Pass

    Tableau Training

    This Tableau certification course helps you master Tableau Desktop, a world-wide utilized data visualization, reporting, and business intelligence tool. Advance your career in analytics through our Tableau training and gain job-ready skills. Tableau certification is highly regarded by companies for data-related jobs and our Tableau online course trains you to use the tool effectively for preparing data, creating interactive dashboards, adding different dimensions, and drilling into outliers.

    Read More
    Classroom Schedule Weekend class starting 6th May
    Course Content
    GO TO COURSE PAGE
  • Course 5Online Classroom Flexi Pass

    Data Science Capstone

    Simplilearn’s Data Science Capstone project will give you an opportunity to implement the skills you learned in the Data Science course. Through dedicated mentoring sessions, you’ll learn how to solve a real-world, industry-aligned Data Science problem, from data processing and model building to reporting your business results and insights. The project is the final step in Data Science training and will help you to show your expertise in Data Science to employers.

    Read More
    Classroom Schedule Weekday class starting 3rd May
    Course Content

  • Master's Program Certificate

  • Electives

    SQL Training

  • Electives

    Data Science with R Programming

  • Electives

    Deep Learning with Keras and TensorFlow

  • Electives

    Industry Master Class – Data Science

Get Ahead with Simplilearn's Master Certificate

Get Ahead with Simplilearn's Master Certificate

Earn your Data Science course certificate

Our course is exhaustive and this Data Science certification is proof that you have taken a big leap in mastering the domain.

Differentiate yourself with a Masters Certificate

The knowledge and Data Science skills you've gained working on projects, simulations, case studies will set you ahead of the competition.

Share your achievement

Talk about your Data Science certification on LinkedIn, Twitter, Facebook, boost your resume, or frame it - tell your friends and colleagues about it.

Data Science certificatein Muscat

Data Science Course Reviews

  • Cody Phillippi

    Cody Phillippi

    Senior Program Manager, Indianapolis

    This course helped a lot. It made me understand how to prioritize important stuff for you. It allowed me to learn and discuss new things like Data Science, Artificial Intelligence, and machine learning. I would also recommend attending Simplilearn's live classes; they give a lot of contexts and are 10x more helpful.

  • Tarek Belgasam

    Tarek Belgasam

    Materials Research Engineer, Columbus

    The trainers are very professional and friendly. They have good knowledge of AI/ML and helped me a lot at the beginning of the course as I was completely new to it. After this course, I learned about the various advancements in the field of AI/ML. I am now recognized as a Subject Matter Expert in AI/ML by my organization.

  • Jemil Aman

    Jemil Aman

    Ottawa

    I had an incredible journey completing my Master's Certificate in Data Science. Friends, faculty members, and community support encouraged me to complete this achievement. I've learned multiple scripting languages and expanded my knowledge in statistics, data management/visualization, and machine learning through IBM and Simplilearn.

  • Sayanta Barman

    Sayanta Barman

    Consultant, Traffic Engineer, Bangalore

    The entire content is very organized. I got sufficient practical exposure through the live sessions and projects. The course had more implementation than the theoretical part, which helps understand various concepts better. This helped me in applying Data Science to my current role of a Traffic Engineer.

  • Anand Jha

    Anand Jha

    Ghaziabad

    Completing the course has really helped me to fast-track my career in my field of interest and has also upped my confidence.

  • Aniket Kulkarni

    Aniket Kulkarni

    Data Analyst, Bangalore

    My experience of learning with Simplilearn was great and I was able to achieve my goal of getting a job as well.

  • Ekta Saraogi

    Ekta Saraogi

    Bangalore

    I had 11-12 years of experience in Business Analysis & Project Management but after the course, I moved to Data Science. This was a great switch for me and I found my niche.

  • Utkarsh Gupta

    Utkarsh Gupta

    Bangalore

    My experience of learning with Simplilearn was great and I was able to achieve my goal of getting a job as well.

  • A.Anthony Davis

    A.Anthony Davis

    Kingston

    Simplilearn has one of the best programs available online to earn real-world skills that are in demand worldwide. I just completed the Machine Learning Advanced course, and the LMS was excellent.

  • Sateesh Kumar Chillakuru

    Sateesh Kumar Chillakuru

    Toronto

    Simplilearn is a gateway for people who want to enter into the fields of Data Science, AI or Cloud. I found this is to be one of the best online instructor-led portals, and I would definitely recommend it. After the course completion, I was able to change my job role from a Hadoop Developer to a Big Data Engineer with a good salary hike.

  • Palani Somalinga

    Palani Somalinga

    Principal Business Analyst, Tokyo

    Simplilearn is an incredible platform to learn on your own, depending on your availability. All the questions raised about projects are resolved quickly, helping students to complete projects in time.

  • Deepika Vashishtha

    Deepika Vashishtha

    Dublin

    The study material provided is perfect. And you get lab access on top of that which is very important when trying to learn big data technologies. I also found the live classes very beneficial. The projects and assignments provided help us learn the concepts better. Thanks to Simplilearn.

  • Mabel Wee

    Mabel Wee

    Singapore

    I encountered problems when trying to solve the projects in my Data Science class for Python. The Teaching Assistant was accommodating and provided step-by-step guidance through web chat sessions to resolve the issues.

  • Shuaib Kokate

    Shuaib Kokate

    Dubai

    Simplilearn is the best platform for e-learning. The instructors are qualified and knowledgeable and willing to help. I have started with this course, and have finished three courses in the past. I would recommend Simplilearn to my friends and colleagues.

  • Sanjog Dalvi

    Sanjog Dalvi

    ACOE Associate Analyst, Mumbai

    With the help of Simplilearn, I was able to get my first job in a well-reputed company with a great starting package.

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Why Online Bootcamp

  • Develop skills for real career growthCutting-edge curriculum designed in guidance with industry and academia to develop job-ready skills
  • Learn from experts active in their field, not out-of-touch trainersLeading practitioners who bring current best practices and case studies to sessions that fit into your work schedule.
  • Learn by working on real-world problemsCapstone projects involving real world data sets with virtual labs for hands-on learning
  • Structured guidance ensuring learning never stops24x7 Learning support from mentors and a community of like-minded peers to resolve any conceptual doubts

Data Science Training FAQs

  • What is a Data Science course?

    In a Data Science course, you will learn about many concepts if you are a beginner or an intermediate. This training program is around six to twelve months, often taken by industry experts to help candidates build a strong foundation in the field. Besides the theoretical material, our Data Science course includes virtual labs, industry projects, interactive quizzes, and practice tests, giving you an enhanced learning experience.

  • What is Data Science?

    Data science is a broad field that involves dealing with large volumes of data to uncover hidden trends and patterns and extract valuable information that aids in better decision-making. Companies that collect massive amounts of data use various data science tools and techniques to build predictive models. Simplilearn’s Data Science training can help you learn all its concepts from scratch.

  • Who is a Data Scientist?

    A Data Scientist is an individual who gathers, cleans, analyzes, and visualizes large datasets to draw meaningful conclusions and communicate them to business leaders. The data is collected from various sources, processed into a format suitable for analysis, and fed into an analytics system where statistical analysis is performed to gain actionable insights.

  • How do I become a Data Scientist?

    These Data Science courses, co-developed with IBM, will give you an insight into Data Science tools and methodologies, which is enough to prepare you to excel in your next role as a Data Scientist. This Data Science training will teach you R, Python, Machine Learning techniques, data reprocessing, regression, clustering, data analytics with SAS, data visualization with Tableau, and an overview of the Hadoop ecosystem. You will earn an industry-recognized certificate from IBM and Simplilearn that will attest to your new skills and on-the-job expertise.

  • Will this Data Science course help me to learn Data Science from scratch?

    Professionals with no prior knowledge of the field can easily begin with this Data Science course, as you’ll gain a thorough knowledge of the basic concepts as well.

  • Can I pursue a Data Science course after my graduation?

    Yes, this Data Science course is suitable for recent graduates and experienced professionals willing to start a career in data science.

    There are no specific eligibility requirements to take this Data Science training.

  • What are the top Data Science courses provided in this program?

    This comprehensive training incorporates the following Data Science courses:

  • How can I become eligible for this Data Science course?

    Learners need to possess an undergraduate degree or a high school diploma. Basic knowledge of statistics and a basic understanding of any programming language is recommended.

  • How many programming languages will I learn in this Data Science course?

    This Data Science training will familiarize you with programming languages like Python, R, and Scala and data science tools like Apache Spark, HBase, Sqoop, Hadoop, and Flume.

  • How will I receive Data Science course material after joining?

    After completing the payment, you will be notified of your successful enrollment through email. It will give you all the details regarding accessing the Data Science course material. Following the steps, you can go through the video lessons instantly.

  • Is Data Science a good career?

    Companies are embracing digital transformation, and the growing dependency on data makes a career in data science quite promising. Businesses are accelerating their digital initiatives, and data science skills will remain in high demand soon. Moreover, with the existing skills gap, companies are even ready to pay higher salaries to data scientists. With Simplilearn’s Data Scientist course, you can qualify for this rewarding career.

  • Is Data Science easy to learn?

    Data science is a vast field; people cannot gain expertise within six months or a year. Learning data science requires specialized technical skills and knowledge of programming basics and analytics tools to get started. However, this Data Science course explains all the relevant concepts from scratch, making it easy to use your new skills.

  • What are the important features of Simplilearn's Data Science course?

    Simplilearn’s Data Science course is unique because of the following major features:

    • It offers more than 220 hours of interactive, live learning
    • There are capstones and over 15 real-world projects involving datasets from Amazon, Comcast, and Uber
    • It offers IIMJobs Pro Membership (India only) for six months to help you build a resume and prepare for interviews
    • You can participate in exclusive hackathons and interact with IBM experts

  • What can I expect from this Simplilearn Data Science course developed in collaboration with IBM?

    As a part of this Data Science online course, in collaboration with IBM, you will receive the following:

    • Lifetime access to the e-learning course syllabus for all of the Data Science courses included in the learning path (*only for Simplilearn courses)
    • Industry-recognized certificates from IBM*(for IBM Data Science courses) and Simplilearn upon successful completion of the program
    • USD 1200 worth of IBM cloud credits that you can leverage for hands-on exposure
    • Access to IBM cloud platforms featuring IBM Watson and other software for 24/7 practice

  • For which all Data Science courses will I get certificates from IBM?

    Following are the list of courses for which you will get IBM certificates:

    • R Programming for Data Science
    • Python for Data Science

  • How long is this course completion certificate valid?

    The course completion certificate received after completing this Data Science course does not expire.

  • How do I earn the Master’s certificate?

    Upon completion of the following minimum requirements, you will be eligible to receive the Data Scientist Master’s certificate that will testify to your skills as an expert in Data Science.

    Course


    Course completion certificate

    		 Criteria
    Data Science with Python

    Required

    		 85% of Online Self-paced completion or attendance of 1 Live Virtual Classroom, and score above 60% in course-end assessment and successful evaluation in at least 1 project

    Machine Learning

    		 Required

    85% of Online Self-paced completion or attendance of 1 Live Virtual Classroom, and successful evaluation in at least 1 project
    Deep Learning with Keras and TensorFlow

    Required

    Attend 1 Live Virtual Classroom and successful evaluation in at least 1 project and score 70% for course-end assessment
    Tableau

    Required

    85% of Online Self-paced completion or attendance of 1 Live Virtual Classroom, and successful evaluation in at least 1 project

    Data Science Capstone Project

    		 Required

    Attendance of 1 Live Virtual Classroom and successful completion of the capstone project

  • How do I enroll for the Data Scientist course?

    You can enroll in this Data Science training on our website and make an online payment using any of the following options:

    • Visa Credit or Debit Card
    • MasterCard
    • American Express
    • Diner’s Club
    • PayPal

    Once payment is received, you will automatically receive a payment receipt and access information via email.

  • I am not able to access the Data Science courses. Who can help me?

    Contact us using the form on the right of any page on the Simplilearn website, select the Live Chat link, or Request a callback.

  • Do you provide a money back guarantee for the training programs?

    Yes, we do offer a money-back guarantee for many of our training programs. Refer to our Refund Policy and submit refund requests via our Help and Support portal.

  • Who are the instructors and how are they selected?

    All of our highly qualified Data Science trainers are industry experts with years of relevant industry experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

  • What is Global Teaching Assistance?

    Our teaching assistants are a dedicated team of subject matter experts to help you get certified in Data Science on your first attempt. They engage students proactively to ensure the course path is being followed and help you enrich your learning experience, from class onboarding to project mentoring and job assistance. Teaching Assistance is available during business hours.

  • What is covered under the 24/7 Support promise?

    We offer 24/7 support through email, chat, and calls. We also have a dedicated team that provides on-demand assistance through our community forum. What’s more, you will have lifetime access to the community forum, even after completion of your Data Science course with us.

  • Does Simplilearn provide practice exams related to this Data Scientist course?

    Yes, we offer the following Data Science associated practice tests –

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