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08:30 - 12:30 CDT 10 sessions
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About the program
What are the learning objectives?
Simplilearn's Data Scientist Master’s Program will help you master skills and tools like Statistics, Hypothesis testing, Clustering, Decision trees, Linear and Logistic regression, R Studio, Data Visualization, Regression models, Hadoop, Spark, PROC SQL, SAS Macros, Statistical procedures, tools and analytics, and many more. The courseware also covers a capstone project which encompasses all the key aspects from data extraction, cleaning, visualisation to model building and tuning. These skills will help you prepare for the role of a Data Scientist.
The program provides access to high-quality eLearning content, simulation exams, a community moderated by experts, and other resources that ensure you follow the optimal path to your dream role of data scientist.Recommended Learning Path:
Why be a Data Scientist?
Data scientist is the pinnacle rank in an analytics organization. Glassdoor has ranked data scientist first in the 25 Best Jobs for 2016, and good data scientists are scarce and in great demand. As a data scientist you will be required to understand the business problem, design the analysis, collect and format the required data, apply algorithms or techniques using the correct tools, and finally make recommendations backed by data.
What projects are included in this program?
This Data Scientist Master's program includes 15+ real-life, industry-based projects on different domains to help you master concepts of Data Science and Big Data. A few of the projects, that you will be working on are mentioned below:
Capstone Project:
Description: You will go through dedicated mentored classes in order to create a high-quality industry project, solving a real-world problem leveraging the skills and technologies learnt throughout the program. The capstone project will cover all the key aspects from data extraction, cleaning, visualisation to model building and tuning. You also get the option of choosing the domain/industry dataset you to want to work on from the options available.
After successful submission of the project, you will be awarded a capstone certificate that can be showcased to potential employers as a testament to your learning.Project 1: Products rating prediction for Amazon
Amazon, one of the leading US-based e-commerce companies, recommends products within the same category to customers based on their activity and reviews on other similar products. Amazon would like to improve this recommendation engine by predicting ratings for the non-rated products and add them to recommendations accordingly.
Domain: E-commerce
Project 2: Improving customer experience for Comcast
Domain: Telecom
Description: Comcast, one of the US-based global telecommunication companies wants to improve customer experience by identifying and acting on problem areas that lower customer satisfaction if any. The company is also looking for key recommendations that can be implemented to deliver the best customer experience.
Project 3: Attrition Analysis for IBM
Domain: Workforce Analytics
Description: IBM, one of the leading US-based IT companies, would like to identify the factors that influence attrition of employees. Based on the parameters identified, the company would also like to build a logistics regression model that can help predict if an employee will churn or not.
Project 4: Predict accurate sales for 45 stores of Walmart, one of the US-based leading retail stores, considering the impact of promotional markdown events. Check if macroeconomic factors like CPI, unemployment rate, etc. have an impact on sales.
Domain: Retail
Description: Walmart runs several promotional markdown events throughout the year. The markdowns precede prominent holidays, such as the Super Bowl, Labour Day, Thanksgiving, and Christmas. The weeks including these holidays are weighted five times higher in valuation than non-holiday weeks. The business is facing a challenge due to unforeseen demand, resulting in stocks running out at times due to inaccurate demand estimation. The macroeconomic factors like CPI, Unemployment Index etc. also play an important role in predicting the demand, but the business hasn’t been able to leverage these factors yet. As a part of this project, create a model to highlight the effects of markdowns on the holiday weeks.
Project 5: Learn how leading Healthcare industry leaders make use of Data Science to leverage their business.
Domain: Health Care
Description: Predictive analytics can be used in healthcare to mediate hospital readmissions. In healthcare and other industries, predictors are most useful when they can be transferred into action. But historical and real-time data alone are worthless without intervention. More importantly, to judge the efficiency and value of forecasting a trend and ultimately changing behaviour, both the predictor and the intervention must be integrated back into the same system and workflow where the trend originally occurred.
Project 6: Understand how the Insurance leaders like Berkshire Hathaway, AIG, AXA, etc make use of Data Science by working on a real-life project based on Insurance.Domain: Insurance
Description: Use of predictive analytics has increased greatly in insurance businesses, especially for the biggest companies, according to the 2013 Insurance Predictive Modeling Survey. While the survey showed an increase in predictive modelling throughout the industry, all respondents from companies that write over $1 billion in personal insurance employ predictive modelling, compared to 69% of companies with less than that amount of premium.
Project 7: See how banks like Citigroup, Bank of America, ICICI, HDFC make use of Data Science to stay ahead of the competition.Domain: Banking
Description: A Portuguese banking institution ran a marketing campaign to convince potential customers to invest in a bank term deposit. Their marketing campaigns were conducted through phone calls, and sometimes the same customer was contacted more than once. Your job is to analyze the data collected from the marketing campaign.
Project 8: Learn how Stock Markets like NASDAQ, NSE, BSE, leverage on Data Science and Analytics to arrive at a consumable data from complex datasets.Domain: Stock Market
Description: As a part of the project, you need to import data using Yahoo data reader of the following companies: Yahoo, Apple, Amazon, Microsoft, and Google. Perform fundamental analytics including plotting closing price, plotting stock trade by volume, performing daily return analysis, and using pair plot to show the correlation between all the stocks.
Project 9: See how Data Science is used in the field of engineering by taking up this case study of MovieLens Dataset Analysis.Domain: Engineering
Description: The GroupLens Research Project is a research group in the Department of Computer Science and Engineering at the University of Minnesota. The researchers of this group are involved in many research projects related to the fields of information filtering, collaborative filtering, and recommender systems.
Project 10: Understand how leading retail companies like Walmart, Amazon, Target, etc make use of Data Science to analyze and optimize their product placements and inventory.Domain: Retail
Description: Analytics is used in optimizing product placements on shelves or optimization of inventory to be kept in the warehouses using industry examples. Through this project, participants learn the daily cycle of product optimization from the shelves to the warehouse. This gives them insights into regular occurrences in the retail sector.
What type of jobs are ideal for data science trained professionals?
Jobs that are ideal for data science-trained professionals include:
- Statistical programming specialist
- Data analyst
- Data scientist
- Data science manager
Who should take this course?
The data science role requires the perfect amalgam of experience, data science knowledge, and using the correct tools and technologies. It is a good career choice for both new and experienced professionals. Aspiring professionals of any educational background with an analytical frame of mind are most suited to pursue the Data Scientist Master’s Program, including:- IT professionals
- Analytics Managers
- Business Analysts
- Banking and Finance professionals
- Marketing Managers
- Supply Chain Network Managers
- Those new to the data analytics domain
- Students in UG/ PG Analytics Programs
Tools Covered
Advanced Analytics Tools
Data Collection and Storage Tools
ETL Tools
File System
Programming Tools
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Course Advisor
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Mike Tamir No. 1 AI & Machine Learning Influencer, Head of Data Science - Uber ATG
Named by Onalytica as the No.1 influencer in AI & Machine Learning space, Mike serves as Head of Data Science for Uber ATG self-driving engineering team and as UC Berkeley data science faculty.
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Ronald van Loon Top 10 Big Data & Data Science Influencer, Director - Adversitement
Named by Onalytica as one of the three most influential people in Big Data, Ronald is also an author for a number of leading Big Data and Data Science websites, including Datafloq, Data Science Central, and The Guardian. He also regularly speaks at renowned events.
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Simon Tavasoli Analytics Lead at Cancer Care Ontario
Simon is a Data Scientist with 12 years of experience in healthcare analytics. He has a Master’s in Biostatistics from the University of Western Ontario. Simon is passionate about teaching data science and has a number of journal publications in preventive medicine analytics.
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Sina Jamshidi Big Data Lead at Bell Labs
Sina has over 10 years of experience in the technology field as a Big Data Architect at Bell Labs and a Platinum level trainer. Sina is a very passionate about building a Big Data education ecosystem and has been a contributor in a number of public and journal publications.
Learning path
Course 1
Online Classroom Flexi Pass
Classroom Schedule
Course Content
Data Science Certification Training - R Programming
Become an expert in data analytics using the R programming language in this data science certification training course. You’ll master data exploration, data visual
ization, predictive analytics and descriptive analytics techniques with the R language. With this data science course, you’ll get hands-on practice by implementing various real-life, industry-based projects in the domains of healthcare, retail, insurance, and many more.
...Know More
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Industry Projects *
Online Classroom Flexi Pass
Classroom Schedule
Course Content
Data Science With SAS Training
In this SAS Certification Training, you’ll become an expert in analytics techniques using the SAS data science tool. You’ll learn how to apply data manipulation
and optimization techniques; advanced statistical concepts like clustering, linear regression, and decision trees; data analysis methods to solve real-world business problems and predictive modelling techniques. This SAS Certification course will give you practical knowledge you can apply on your next data analysis job.
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Industry Projects *
Online Classroom Flexi Pass
Classroom Schedule
Course Content
Data Science With Python
This Data Science with Python course will establish your mastery of data science and analytics techniques using Python. With this Python for Data Science Course, you
’ll learn the essential concepts of Python programming and gain deep knowledge in data analytics, machine learning, data visualization, web scraping and natural language processing. Python is a required skill for many data science positions, so jumpstart your career with this interactive, hands-on course.
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Industry Projects *
Online Classroom Flexi Pass
Classroom Schedule
Course Content
Machine Learning
Simplilearn’s Machine Learning course will make you an expert in machine learning, a form of artificial intelligence that automates data analysis to enable compute
rs to learn and adapt through experience to do specific tasks without explicit programming. You will master machine learning concepts and techniques including supervised and unsupervised learning, mathematical and heuristic aspects, and hands-on modeling to develop algorithms and prepare you for the role of Machine Learning Engineer.
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Industry Projects *
Online Classroom Flexi Pass
Classroom Schedule
Course Content
Big Data Hadoop And Spark Developer
Simplilearn's Big Data Hadoop Training Course helps you master Big Data and Hadoop Ecosystem tools such as HDFS, YARN, Map Reduce, Hive, Impala, Pig, HBase, Spark, F
lume, Sqoop, Hadoop Frameworks, and more concepts of Big Data processing Life cycle. Throughout this online instructor-led Hadoop Training, you will be working on real-time projects in Retail, Tourism, Finance etc. This Big Data Course also prepares you for Cloudera’s CCA175 Big Data certification.
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Powered by
Online Classroom Flexi Pass
Classroom Schedule
Course Content
Tableau Desktop 10 Qualified Associate Training
This Tableau training course will help you master the Tableau Desktop 10 data visualization and reporting tool. You’ll learn how to build visualizations, organize
data, and design dashboards to empower more meaningful business decisions. And you’ll be exposed to the concepts of statistics, data mapping and establishing data connections. The course includes four industry-based projects and two simulation exams to prepare you for the Tableau Desktop 10 Qualified Associate certification.
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Tableau Alliance Partner
Data Science Capstone
Simplilearn’s Data Science Capstone project will give you an opportunity to implement the skills you learned in the Data Scientist Master’s Program. Through dedi
cated 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 the Data Scientist Masters Program and will help you to show your expertise in data science to employers.
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Master's Program Certificate
Electives
- Certified SAS Base Programmer
- Introduction to Big Data and Hadoop
- Core Java Certification Training
- Power BI
- Statistics Essentials for Data Science
- Programming with Python 3.X
Get Ahead with Simplilearn's Master Certificate
Reviews
Surender Kumar Sarveshwar Principal Consultant at Cognizant
Simplilearn is the best online platform. I have completed Data Scientist certification from here. The trainers are very knowledgeable. It has a well-organized course. The method of presentation is really commendable. Kudos to Simplilearn. It's definitely going to be a long journey for Simplilearn.
Read more Read lessSreeram Narayan Data Analyst at Hewlett Packard Enterprise
Simplilearn is an awesome online training platform. I strongly suggest Simplilearn because of the depth of knowledge the trainers have. The certification helped me get promoted to Data Analyst from Quality Analyst along with a 50% hike in my salary. LEARN WITH SIMPLILEARN.
Read more Read less
Arbind Kumar IN at Nokia Siemens Network
I am very happy with the training I received from Simplilearn. All the sessions were well planned and executed to perfection which helped me obtain comprehensive knowledge and right skills for the Data Science Field. I am now confident that I will have stellar professional growth.
Read more Read less
Karan Mahale Founder of GSTeFile
I have enrolled for Masters in Data Science with Simplilearn. The course is very well designed and perfect for working professionals. The online classroom is interactive and very well managed. Even though I am from a non-technical background, I could easily understand the course material. The faculty is friendly and they are extensively experienced in the field of Analytics. The Q&A at the end of chapters is something I especially loved as it gave me a thorough understanding of the topics taught and helped me refresh the concepts well. The support system is very efficient and will be there to help you out round the clock. Thanks to Simplilearn for providing such a great learning experience and revitalizing my work life.
Read more Read less
Mahadev Appa Associate IT Consultant at ITC Infotech
The Data Scientist certification program from Simplilearn was a great experience. The Ebooks and online LMS videos made the course material easy to understand. The trainer was knowledgeable and he related real-life incidents associated with this course which I think was a great idea. I could download the instructor-led class recordings and go back to listen to them anytime. The certification helped me gain deeper expertise in this domain and provided me the platform to understand the concepts and to perform better in my daily work.
Read more Read less
Manjunath Icchangi Assistant Manager at EXL
This course is designed for students and working professionals and is relevant and updated. The instructors are extensively experienced in the field of analytics. They use current examples and complex problems at work to explain key concepts; this makes every class lively and interactive. I work for a retail client and my team works with large sets of data. I am able to apply the knowledge gained from this training to work on these datasets and generate useful insights for my clients. These insights are used to power business decisions for my clients' companies. Thanks to Simplilearn for providing a great learning experience and refreshing my career.
Read more Read less
Prasenjeet Sahoo Software Engineer at 1mg
I always had a passion for data science and wanted to build my career in this domain. Simplilearn’s Data Scientist training helped me to acquire the skills I needed and their JobAssist program helped me to enhance my career from Programmer Analyst to Software Engineer with a salary hike.
Read more Read less
Niwas Patel Manager - Projects, EAS Oracle Edge at Cognizant
Simplilearn's training material and methodology to deliver training are top notch. While training is aimed at beginners/intermediate level but it's great for people who are un-initiated in data science and statistics. It provides a solid foundation on which one can build up quickly. Very well experienced and knowledgeable trainers who try to emulate classroom behavior among participants in the virtual training delivery setup. Best value for money and worth a experience.
Read more Read lessPaulami DuttaMukherjee 3rd Data Scientist Masters Trainee at Simplilearn
I have taken up Simplilearn’s Data Scientist Master’s course and the training materials like online self-learning videos, practice tests, end-of-chapter quizzes, etc are remarkably good. The trainers are friendly and ever-willing to resolve your queries. The most impressive feature provided by Simplilearn is that that they provide you with all the class recordings so you can revisit them whenever you want to brush up your concepts. Kudos, Simplilearn!
Read more Read lessIndu Keshavan Risk Manager at HDFC Bank
Course material is really helpful. The support team is awesome and very helpful in clarifying the doubts. Thank you Simplilearn.
Mohit Chaturvedi Project Lead at Capgemini
It was a great learning experience with Simplilearn. They offer great courses with both online and interactive lectures. Overall the learning was very simple, as the name says Simplilearn. Great faculties and customer service to adhere your queries and concerns quickly. I would highly recommend Simplilearn.
Read more Read lessPeeyush Parimal Technical Designer at BT
I have enrolled with Data Scientist Course and find its content really good. The classroom sessions provide you with ample opportunities to get your queries clarified and the offline contents give you a good understanding of the subject. Simplilearn also has an online lab wherein you can practice your newly learned concepts and discuss it with the instructor in your subsequent classes. Overall SImplilearn is a great learning platform.
Read more Read lessBhaskar Das Sr Software Engineer at IBM
I have enrolled in Data Scientist Master course from Simplilearn. They have awesome study material and the trainers available for online classes have in-depth knowledge about the topic. They helped to clear doubts as and when needed. Besides, their cloud lab is quite a place worth practicing the concepts which are taught in the class. What makes this course awesome is that it is flexible and you can complete at your own pace.
Read more Read lessFAQs
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What is the JobAssist program?
Simplilearn’s JobAssist program is an India specific offering in Partnership with IIMJobs.com to help you land your dream job. With Job assist program we will offer extended support for the certified learners who are looking for a job switch or starting with their first job. Upon successful completion of the Master’s Program, you will be eligible to apply for this program and your details will be shared with IIMJobs. As part of this program IIMJobs will offer following exclusive program:
- IIMJobs Pro-Membership for 6 Months
- Resume building assistance
- Career Mentoring
- Interview Preparation
- Career Fairs
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What is the iimjobs.com Pro-Membership plan?
The iimjobs.com Pro-Membership offers learners exclusive features that aren’t available to free members.
- Dedicated career expert from IIMJobs will completely handhold learner to register on the portal, provide them tips and guidance to improve the profile and follow right keywords etc.
- Access to "Insights" - Which helps them compare their application against other applications received for a similar job.
- Improved visibility of your profile, your application gets promoted to the top of the applications.
- Receive notification if recruiter shortlists your application, you can chat with the recruiter directly and do the follow-ups on the application.
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What is the eligibility criteria to participate in the JobAssist Program?
To participate in the JobAssist Program you need to:
- Be a graduate(Engineering or Equivalent)
- Complete our Master Program successfully and earn a Master certificate upon completion
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What are career fairs and how frequently will they be conducted?
IIMJobs conduct Job fairs or facilitate recruitment drives with top hiring companies. You will be invited to at least 1 career fair. These career fairs will be conducted in cities such as a Mumbai, Bengaluru, Pune, NCR-Delhi, Hyderabad, Chennai etc.
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What happens in the Career Mentoring session?
In career mentoring sessions, Subject Matter Experts (SMEs) or industry experts answer questions related to career growth and opportunities.
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Will the JobAssist program guarantee me a job?
No, the JobAssist Program is designed to help you in finding your dream job. It will maximise your potential and chances of landing a successful job. The final selection is always dependent on the recruiter.
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Will you forward my resume to the recruiter?
No, Simplilearn or IIMJobs (our program partner) will never forward your resume to the recruiters directly. Pro-Membership will give you access to thousands of jobs to apply on the portal and also attend job fairs which will be conducted from time to time.
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I am a Fresher, Can I participate in the JobAssist Program?
Any graduate who has successfully completed our Master Programs will be eligible to participate in the JobAssist Program. 1+ years of experience is however recommended.
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Can I choose not to take this JobAssist Program and get a discount?
No, the JobAssist Program is a supplementary offering which comes along with the Master Programs. It will make your chances high to get hired by the top companies.
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How long will this service be active for?
This service will be active for a period of six months from your certification date.
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Is this live training or will I watch pre-recorded videos?Are the training and course material effective in preparing me for the Data Scientist exam?
If you enrol for self-paced e-learning, you will have access to pre-recorded videos. If you enroll for the online classroom Flexi-Pass, you will have access to live training conducted online as well as the pre-recorded videos.
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What is Global Teaching Assistance?
Our teaching assistants are a dedicated team of subject matter experts here to help you get certified 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.
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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.
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What If I miss a session?
We provide recordings of each class after the session is conducted. If you miss a class, you can go through the recordings before the next session.
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How do I enroll for the Data Scientist Master’s Program?
You can register for the Data Scientist Master’s Program on our website. Online payments may be made using any of the following options:
Visa debit/credit card
American Express and Diners Club cards
Master Card
PayPal
Once the online payment is completed, you will automatically receive a payment receipt and access information via email. -
What can I expect from the master’s program?
- Access to e-learning content for all of the courses included in the learning path
- Access to exclusive forums, moderated by expert faculty and industry thought leaders
- A master’s certification upon meeting the program requirements
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Where and how do I access the eLearning content for the course?
Once you have registered and paid for the course, you will have 24/7 access to the eLearning content on our website for a full 365 days. You will receive a course purchase confirmation receipt by email that will guide you through the process of our Data Scientist Master’s Program. -
I am not able to access the online course. Whom do I contact?
Please submit a request through Help & Support. You can also use our chat function for an instant solution.
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Do you provide a money-back guarantee?
Yes. We provide a 7-day money-back guarantee for our master’s programs. Refer to the <a href="https://www.simplilearn.com/terms-and-conditions#/refund-policy" class="caption-dark">Refund Policy</a> and submit refund requests through our Help & Support link.
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How do I earn the Master’s Program certificate?
Once you complete the following requirements, you will be eligible to receive the Data Scientist Master’s Program certificate that will validate your acquisition of a data scientist's skillset.For the elective courses, course completion certificate and project certificate are not required.
Course Course Completion Certificate Simulation Exam Project Certificate Data Scientist with R Programming Certification Required Score > 75% Required Data Scientist with SAS Training Required Score > 75% Required Big-Data Hadoop and Spark Developer Required Score > 75% Required Business Analytics with Excel Required Score > 75% Required Data Science with Python Required Score > 75% Required Apache Kafka Required Score > 75% Required -
Who are our trainers and how are they selected?
All of our highly qualified trainers are industry experts with at least 10-12 years of relevant teaching 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 continue to train for us.
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What is online classroom training?
All of the classes are conducted via live online streaming. They are interactive sessions that enable you to ask questions and participate in discussions during class time.
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Are the training and course material effective in preparing me for the Data Scientist exam?
Yes, Simplilearn’s training and course materials guarantee success with the Data Scientist certification exam.
PMP® Plus- Disclaimer
- PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, and OPM3 are registered marks of the Project Management Institute, Inc.
