An In-Depth Guide To Simplilearn Data Science Courses

Data science is known as the academic field of study that involves the application of data processing techniques, domain knowledge, programming experience, and statistical concepts to derive conclusions from raw data. Machine learning is an experimental approach leveraged by data science specialists to automate different forms of computation and analytical tasks over numbers, text, images, video, audio, and more to come up with artificial intelligence (AI) agents to solve problems normally handled by human intelligence. They in turn produce information that can be used by analysts and business people in the attainment of important business gains. This shows the importance and value of data science. The best place to kickstart your career as a data scientist is to enroll in one of the Simplilearn data science courses mentioned in this article.

Overview Of Simplilearn

Simplilearn is an e-learning company that was started by Krishna Kumar in the year 2010. The following is a brief overview of one of the leading course providers in the country with a view of acquainting the readers with the kind of training offered by Simplilearn encompassing their goal to help the learner attain his or her dream career.

It is described as the number 1 online boot camp that assists individuals in obtaining the required professional competencies.

The Simplilearn website provides various online certifications, master’s degree programs, job assurance programs, and post-graduate diplomas in cyber security, digital marketing, business analytics, cloud computing, project management, and artificial intelligence.

Simplilearn’s virtual classrooms are taught by experts, and some of the most popular courses include:

• Project Management Professional (PMP)
• Machine Learning Certification course
• Recall: The Open Group Architecture Framework or TOGAF 9 Training
• Certified ScrumMaster (CSM)
• CISSP Certification

Simplilearn’s Collaboration With Other Institutes

Here is a list of some of the top organizations that have teamed up with Simplilearn to provide quality and up-to-date tech and business knowledge to their students:

• California Institute of Technology (Caltech)
• Purdue University; Microsoft
• Amazon Web Services (AWS)
• International Institute of Business Analysis (IIBA)

Simplilearn has created some excellent data science courses and other related courses in Business Analytics and Data analytics. These courses have been created in collaboration with other universities. Some of these courses are-

• Data Analytics Program in collaboration with Purdue University
• Data Science Bootcamp in collaboration with Caltech University
• Data Analytics Bootcamp in collaboration with Caltech University
• Business Analytics Certification Course in collaboration with the University of Minnesota
• Business Analytics Bootcamp in collaboration with the University of Minnesota
• PG in Data Science in collaboration with Caltech University
• HR Analytics Certification Course in collaboration with IIT Roorkee
• Business Analytics Program in collaboration with IIT Roorkee
• Data Analytics Course /Data Science Course in collaboration with IIT Kanpur
• Data Science for Business Decisions in collaboration with SPJIMR

How Simplilearn Works

Simplilearn provides courses in the form of self-learning, as well as training and certifications through boot camps accessible for individual learners and corporate clients. A relevant feature of their courses is that there are actual hands-on projects for learners and practice exercises to hone their skills.

Simplilearn courses also indicate that the online learning approach that is used in the learning program is one that provides self-paced content as well as live session teachings which depend on the selected training mode. Through Self-paced learning students get the following benefits:

• Student gets to enjoy full access to the course content for the time they are registered and even after completing the course
• Knowledge checks and quizzes
• Experience 180 days of free access to labs and projects
• Certificates and exam vouchers
• 24/7 support

The online boot camp option on Simplilearn has the following benefits:

• Self-paced learning
• Permits Instructor Paced Live Virtual classes for 90-day access
• Students get access to Projects and Labs for 180 days.

Simplilearn also has business training solutions for companies to bridge the gap that may exist in the organization due to the employee’s lack of certain skills. Learning paths can be customized to provide training to employees and to monitor the whole process.

Simplilearn Data science courses can also be chosen based on their level of difficulty. So no matter where you stand in terms of experience in the data science field, there is a course best suited for you. Some of the best data science courses based on level of difficulty are-

1. Beginner Level

Here are some of the best Simplilearn Data Science courses for beginners:

• Introduction to Data Analytics

2. Intermediate Level

Here are some of the best courses in Data Science and Business Analytics for intermediates:

• Data Science with R Programming
• Data Science with Python
• Tableau Training
• Power BI Certification Training

3. Advanced Level

In the advanced-level courses, the best Simplilearn Data Science courses are-

• Data Scientist Course
• Data Science Career Bootcamp
• Data Analyst Course
• Business Analyst Course

Advantages and Disadvantages of the Simplilearn Platform

The following are the advantages and disadvantages noted about the Simpllearn platform.

Disadvantages of the Simplilearn Platform

• Tuition fees have been raised, and this makes courses to be less affordable in some instances.
• There is a very small number of courses available that this website offers for free.

Advantages of the Simplilearn Platform

• Some of the courses are paid while the others are free of charge.
• The learners get a certificate after the successful completion of both paid and free courses offered by the platform.
• The mobile application definitely adds more convenience to the process of learning.
• Customer service support is availed at all times on a 24-hour basis, seven days a week.
• Employment-ensuring training programs justify expendable charges for courses.
• The doubt-clearing sessions take place 24×7 with the help of the experts.
• The EMI Option is only applicable to some courses.
• Quality customer support through the combination of instructor-led and flex-mode learning.
• The paid courses include a lifetime account which grants the client unrestricted access to content and live class recordings.
• Another reason that makes Simplilearn a good platform is that most of the courses offered are comprehensive and well-structured and are developed in such a way that one is required to go through thorough research to offer them. This makes the course informative and reliable.

Why Choose the Simplilearn Data Science Courses?

Below are the reasons for choosing the Simplilearn Data Science courses.

1. Variety of Courses

Simplilearn has 400 plus skill-based courses crafted by industry experts. These are in the following domains:

• Data Science & Business Analytics
• AI & Machine Learning
• Cyber Security
• Cloud Computing
• DevOps
• Big Data
• Quality Management
• Software Development
• IT Service and Architecture
• Digital Marketing
• Business and Leadership
• Project Management
• Agile and Scrum

Every of the mentioned categories has courses that are grouped according to the different subfields of that particular discipline. Some of these options include certificates, diplomas, postgraduate programs (PGP), and master programs. In some areas, the learning platform also provides the Master’s and post-graduate degrees from International and national universities. All these categories effectively capture digital skills in the fields of Information Technology and Management.

2. Multiple Training Methods

At every course presented by Simplilearn, the various options that are provided include Self-paced learning, Corporate training, and Online boot camp.

• Self-Paced Learning

As for the targeted users, it is appropriate for learners who seek to acquire a particular skill and also receive certification. Nonetheless, the Simplilearn data science courses are self-paced which means that the learners are free to do the course on their timeline. It provides learners with simulation tests through which they can evaluate their progress in this training. The learners also have the opportunity to consult the 24/7 learner assistance and customer support if they face difficulties.

• Corporate Training

This is appropriate for corporates since it can be classified as a blended delivery model. Corporate training has two approaches for training implementation; they include self-paced e-learning and instructor-led training teams. This option also included a helpline service for teaching and other assistance through the day 24 x 7.

• Online Bootcamp

However, in this mode of training, everything is self-paced, and the flexibility of attending online classes is also provided. Due to the flexible schedule, one can pursue the learning process even if they are somehow occupied. There are live classes as well, which are facilitated by experts in the field. They have the following benefits-

• A model of implementing effective cohort-based learning that entails peer-to-peer interaction.
• These can include capstone projects that involve real-life data in the virtual lab that involve practical application of the same.
• Continuous teaching presence to the learner and permission to access social media platforms.

3. Money-back Guarantee

Simplilearn provides its learners with a 7-day money-back guarantee. As a learner, it assists you in discovering courses on offer and identifying the course that best suits your needs.

4. Course ROI Explanation

As a learner, in the course you take, you would also like to know how it is going to benefit you in your professional life. In addition to the information about the online courses, there is another section focused on the advantages of those courses. You will be able to identify:

• Types of employment for which the online course is suitable
• The average industrial wage for that sector
• Top recruiters

5. Accredited Certificates

When one is through with a certain course, he or she is awarded a certificate by the university/institute in which these courses are taken. These certifications are very useful during job hunting since it means you are equipped with the knowledge and information needed to perform a certain task.

6. Simplilearn Free Courses

Bearing in mind that there are several online platforms that offer free courses, Simplilearn provides paid and free course options to its users. In regard to the free categories concerned, there is no exemption. Upon successfully completing the course, you will be awarded a completion certificate that can be used professionally.

7. Live Webinars

Simplilearn is not only a place where we can find courses, but also webinars dedicated to various issues. This could be a topic from your field of interest or some expert advice on professional progression.

8. User-friendly Interface

The viewing of the platform is quite clear and it is very easy to navigate when using the platform. This is especially very important in the performance and experience of the users when using the website as well as mobile applications.

9. JobAssist Program

About Simplilearn in partnership with IIMJobs.com offers this program for certified learners to aid them in getting employment opportunities. After the Simpliearn data science training program, you become qualified to apply for the program or course. Your profile will be displayed on IIMJobs. By participating in this program, you will be assisted in writing of resumes, get career coaching and be prepared for interviews. You will also receive 6 – months of IIMJobs Pro Membership to gain full advantages of all the activities they offer.

10. Capstone Projects

This is important because capstone projects enable learners to apply knowledge and skills that have been learned in a program. These projects are the culminating activities of learning processes to ensure that learners can demonstrate their knowledge to employers.

List of Top 10 Simplilearn Data Science Courses

Name of the Course	Fees	Duration
Professional Certificate Course in Data Science	₹ 1,49,999	8 Months
Caltech Post Graduate Program in Data Science	₹ 1,45,000	11 Months
Graduate Program in Data Engineering	₹ 2,10,000	11 Months
Professional Certificate Course in Data Analytics and Generative AI	₹ 1,69,999	8 Months
Professional Certificate Course in Machine Learning and Generative AI	₹ 1,69,999	11 Months
Professional Certificate Program in Business Analytics & Generative AI	₹ 1,25,000	11 Months
Applied AI & Data Science	₹ 1,19,900	11 Months
Post Graduate Program in Data Science	₹ 1,35,000	3 Months
Data Science with Python	₹ 14,990	3 Months
Data Scientist	₹ 1,69,999	11 Months

1. Professional Certificate Course in Data Science

This Simplilearn data science training program will help you stay ahead of the curve with the comprehensive program. You will learn critical skills like statistics, Python, machine learning, Tableau, generative AI, and prompt engineering. The Simplilearn data science courses include live classes with industry experts, hands-on laboratories, and masterclasses from IIT Kanpur faculty.

2. Caltech Post Graduate Program

This postgraduate program in data science, offered in conjunction with Caltech CTME and IBM, can help you advance your data science career. The curriculum will teach you Python, Machine Learning, Tableau, Generative AI, ChatGPT, and other skills and tools. Simplilearn data science training program also includes masterclasses with Caltech instructors and IBM professionals.

3. Graduate Program in Data Engineering

Simplilearn’s PG Data Engineering program, in collaboration with Purdue University and IBM, is an excellent opportunity for professional development. This data engineering course, which is aligned with AWS and Azure certifications, will help all students grasp critical data engineering skills.

4. Professional Certificate Course in Machine Learning and Generative AI

Students can begin their career with one of these Simplilearn data science courses, which is taught in cooperation with IIT Kanpur. They include AI skills with live seminars led by industry leaders, masterclasses taught by IIT Kanpur academics, and hands-on projects.

5. Professional Certificate Course in Data Analytics and Generative AI

The program is developed in collaboration with E&ICT Academy at IIT Kanpur. Through this Simplilearn data science training program, you will learn about Excel, SQL, Python, Tableau, PowerBI, and Generative AI. You can also join live online classes conducted by industry professionals and work on actual projects.

6. Professional Certificate Program in Business Analytics & Generative AI

This AI in Business Analytics curriculum, developed in conjunction with IBM, unlocks the power of data-driven decision-making. Through their Simplilearn data science training program you will get to use industry-relevant projects to learn tools such as Excel, SQL, Python, Tableau, and Power BI. And also learn about Generative AI and its applications in the field of business analytics.

7. Applied AI & Data Science

This course equips you with the necessary skills and resources to improve your career in data science. This is achieved through cutting-edge curriculum and hands-on learning. It is one of the best Simplilearn data science courses.

8. Post Graduate Program in Data Science

Purdue University Online and Simplilearn collaborated to provide this data science curriculum, which will help you advance your profession. You will learn about Python, machine learning, deep learning, natural language processing, data visualization, generative AI, ChatGPT, and other topics. While also getting to participate in masterclasses led by Purdue teachers and IBM professionals.

9. Data Science with Python

This course’s curriculum will help you master Python programming. The Simplilearn data science courses will cover data science, analysis, visualization, data wrangling, feature engineering, and statistics. After completing the course, you will be proficient in using fundamental tools with Python.

10. Data Scientist

Simplilearn Data Science Courses Curriculum

Statistics Essentials for Data Science	1. Introduction to Statistics 2. Understanding the Data 3. Descriptive Statistics 4. Data Visualisation 5. Probability 6. Probability Distributions 7. Sampling and Sampling Techniques 8. Inferential Statistics 9. Application of Inferential Statistics 10. Relation between Variables 11. Application of Statistics in Business
Business Analytics with Excel	1. Introduction to Business Analytics 2. Analysing Data with Pivot Tables 3. Dashboarding 4. Business Analytics with Excel 5. Data Analysis Using Statistics 6. Power BI
SQL	1. Introduction 2. Introduction to SQL 3.  Installation and SetUp 4. Working with Database and Tables 5. Operators 6. Functions in SQL 7. Subqueries, Operators, and Derived Tables 8. Windows Functions in SQL 9. Working with Views 10. Stored Procedures and Triggers in SQL 11. Performance Optimization
Data Science with Python	1. Data Science Overview 2. Data Analytics Overview 3. Statistical Analysis and Business Applications 4. Python Environment Setup and Essentials 5. Mathematical Computing with Python (NumPy) 6. Scientific computing with Python (SciPy) 7. Data Manipulation with Pandas 8. Machine Learning with Scikit–learn 9. Natural Language Processing with Scikit learn 10. Data Visualisation in Python using matplotlib 11. Web Scraping
Machine Learning	1. Data Wrangling and Manipulation 2. Supervised Learning 3. Feature Engineering 4. Supervised Learning-Classification 5. Unsupervised Learning 6. Time Series Modelling 7. Ensemble Learning 8. Recommender Systems 9. Text Mining
Tableau	1. Getting Started with Tableau 2. Core Tableau in Topics 3. Creating Charts in Tableau 4. Working with Metadata 17 5. Filters in Tableau 6. Applying Analytics to the Worksheet 7. Dashboard in Tableau 8. Modifications to Data Connections

Frequently Asked Questions

1. Is it necessary to have a certain background to become a data scientist?

The data scientist is often required to possess formal academic qualifications in Mathematics, Statistics, and Computer Science, though there is no hindrance to entry into this career as long as you are willing to learn all about data science when engaging in this profession.

2. What is the importance of being a data scientist in today’s market?

Data science represents one of the most crucial fields when it comes to managing and analyzing large volumes of data that can inform industries’ activities and development. A powerful tool for forecasting trends, improving productivity, and discovering innovative opportunities, it remains a highly valuable profession in the contemporary world of computing.

3. In which sectors are data scientists employed?

Nowadays data scientists are involved in various sectors including technology companies, finance, healthcare, retail, e-commerce, and even in government sector. This means any field that produces data needs data scientists to make sense of it and make useful findings therefrom.

4. What are some of the top companies hiring professionals in this field?

Some top companies hiring professionals in the field of data science are Oracle, Salesforce, JP Morgan Chase, Intuit, Amazon.com, Amazon Web Services, and Lenovo.

Conclusion

In 2024 individuals aiming at being data scientists must embrace learning through curiosity and continued improvement in skills. As mentioned, the process of breaking into the field of data science requires a set of educational domains to learn as well as a set of personal cognitive skills to develop.

Even though the field of data science is still only emerging, the future holds great promises and potential, equipping prospective specialists with unique opportunities and experiences, thus, ensuring the choice of their true vocation is rather rewarding.

For those willing to start on this path, the Simpliearn Data Science courses provide a comprehensive plan on what skills and hands-on experience you are going to need to succeed in this area. This program is applicable whether one is beginning or further enhancing his knowledge, ranging from simple data analysis to more advanced topics in machine learning and big data solutions.