Applied Data Science - Advanced Level

1. Top 20 Applied Data Science Courses for Advanced Level If you are looking through this, you might be intrigued with Data Science or are seeking to upgrade your knowledge in Data Science. Whatever it is, you have landed in the right place. This list article will take you through a list of advanced-level courses along with top skills and learning platforms covering this field. Introduction to Applied Data Science The data in its primary stage can be transformed into actionable data, which is where Applied Data Science comes into action. The course of action of turning raw data into meaningful insights is known as Applied Data Science. It investigates data to provide functional solutions to business problems through the application of abstract frameworks and algorithms on primary data. It uses scientific methods to develop questions for research and then carry out studies that lead to decoding solutions. Top Advanced-Level Applied Data Science Skills The top Applied Data Science skills that you will need are as follows: ● Machine Learning It is undoubtedly the most sought-after skill on the Data Science list. Machine Learning for Data Science and Artificial Intelligence encompasses algorithms that are significant to Machine Learning, such as Random Forests, K-nearest Neighbors, Regression Models, etc. ● Data Visualization Data Visualization is one of the prerequisite skills that one must master as it not only helps in representing the final results with clarity but also helps in understanding the data and its vulnerability. Top Learning Platforms Providing Courses for Applied Data Science There are multiple learning platforms providing courses on Applied Data Science. Some of them are listed below: ● Coursera: It collaborates with more than 200 leading companies and universities to provide world-class training and development programs to individuals all across the globe.

2. ● edX: It is developed by Harvard and MIT. It provides university-level courses, including some free-of-cost courses in various disciplines to learners globally. ● QuickStart: It is one of the industry’s pre-eminent IT skills training providers. This cognitive learning platform is integrated with artificial intelligence and enables multi-modal knowledge transfer. ● Pluralsight: It is a private American online education organization providing multiple video training sessions for IT administrators, software developers, and technology enthusiasts through its website. ● Future Learn: It is a global online learning platform providing first-rate online courses from the world’s top-tier universities and portals. Be it micro-credentials, expert tracks or short courses, it intends to offer accredited and unaccredited top-class learning that is both in-demand and social. ● Udacity: It is the offshoot of complementary computer science classes provided in 2011 via Stanford University. With decade-long experience in curating digital talent at scale, it specializes in providing a comprehensive curriculum, personalized mentor support, and effective outcomes. ● Emeritus: It is a subset of Eruditus Group that collaborates with top-rank universities in Latin America, Europe and the United States to provide world-class education globally. ● Imarticus Learning: It is a technology-oriented educational platform that has taught more than 35,000 candidates globally. ● Skill Circle: It has transformed over 10,000 learners across India and has supported them in pursuing their dream of becoming financially self-reliant. ● Guvi: Grab Your Vernacular Imprint is an online learning platform nurtured by IITM and IIM-A, providing an abundance of courses in different Indian languages, including English. ● DataTrained: It partners with top-ranking companies, which helps place aspirants into their dream job roles. ● AI Patasala: It is a high-end institute providing application-based and hands-on training courses in Machine Learning, Data Science, Artificial Intelligence and Deep Learning with a vision to ramp up the analytics community in India. ● Digital Vidya: It is the authorized training partner of Google & Microsoft India and is Asia’s preeminent professional training organization concentrating on providing leading-edge skills to aspirants. ● Edu Plus Now: It is an e-learning platform offering self-paced programs to fill the skill gap between traditional learning and real-world challenges.

3. ● TalentSprint: It is a National Stock Exchange (NSE) Group Organization that provides innovative, high-powered educational programs to aspirants in collaboration with leading global corporations and academic institutions. Applied Data Science Courses 1. Applied Data Science and Machine Intelligence Programme by IIT Madras and TalentSprint ● This PG-level advanced program offered by IIT Madras is best suited for those who want to curate a career as a Data Scientist. Pedagogy: It takes an instructor-led learning approach and comes with 12 months of duration, instructor-led discussion forums, personalized guidance and limited access to its resources. Practical Experience: The course incorporates case-based learning methods, hands-on training sessions, live classes, case studies and capstone projects to provide an experiential learning experience. Pricing: You can join this course for: ○ ₹2,25,000 ○ $3,088 ○ £2,263 ● ● ● 2. Post Graduate Program in Data Science by Edu Plus Now ● This course provided by the Indian Statistical Institute, Pune, will discuss concepts like Data Engineering, Hadoop Framework, and Python Programming. Pedagogy: This 9-months-long instructor-paced certification course features personalized guidance, instructor-moderated sessions and lifelong access to its study material. Practical Experience: The key features of this course include real-world case studies, hands-on training sessions, live classes, and comprehensive capstone projects. Career Impact: The course provides complete job assistance for more realistic industry experience. Pricing: You can join this course for: ○ ₹2,00,000 ○ $2,745 ○ £2,011 ● ● ● ● 3. International Executive Program in Data Science by Digital Vidya ● This comprehensive executive program will equip you with the relevant knowledge and skills of Data Science tools which will help you gain a competitive edge over others. Provider: This program is offered by the University of St. Thomas in collaboration with Digital Vidya. ●

4. ● Pedagogy: This instructor-paced executive program encompasses 10 months of duration, instructor-moderated discussion forums and lifetime access to its content. Practical Experience: The program comes with hands-on training sessions, post-course interactions and capstone projects to provide better industry exposure. Career Impact: The program furnishes job assistance to reinforce the practical experience of the learnings. Pricing: You can join this program for: ○ ₹1,50,000 ○ $2,059 ○ £1,508 ● ● ● 4. Data Science Course Training in India by AI Patasala ● This Data Science course has been exclusively designed in close partnership with data scientists with decade-long experience in this industry. It is intended to help you transform into competent Data Science Experts. Pedagogy: It follows an instructor-paced learning style and comprises 80 hours of video content, instructor-led sessions and lifetime access to its material. Practical Experience: In order to provide all-around development, the course modules integrate hands-on training sessions, virtual labs, live classes and industry-relevant capstone projects. Pricing: You can join this course for: ○ ₹22,500 ○ $309 ○ £226 ● ● ● 5. Scala Programming for Data Science in Collaboration with IBM by DataTrained ● This course teaches how to deploy Scala to access databases, examine, clean up and visualize data. Pedagogy: It adopts an instructor-led learning style and features 100 hours of duration, practice tests, instructor-led discussions and limited access to its study material. Practical Experience: The course furnishes integrated learning through hands-on training sessions, virtual labs, live classes and a content-specific capstone project. Career Impact: The course offers complete job assistance to reinforce improved industry exposure. Instructor: This track will be led by a highly-skilled international faculty panel from IBM. Pricing: You can join this course for: ○ ₹19,999 ○ $274 ● ● ● ● ●

5. ○ £201 6. Become an IIT Certified Programming Professional & Master Data Science by Guvi ● This course offered by IIT Madras is a leading-edge technological program that will help you curate a rewarding career in this area. Pedagogy: This 5-months-long instructor-paced certification course comes with personalized guidance and lifetime access to its content. Practical Experience: The course reinforces holistic development through hands-on training sessions, live classes and an industry-relevant capstone project. Career Impact: The course offers complete job assistance to furnish improved industry exposure. Credibility: The course is sponsored by PayPal, Fresh Works, Flipkart, etc and is accredited by Google and NASSCOM. Pricing: You can join this course for: ○ ₹78,800 ○ $1,082 ○ £792 ● ● ● ● ● 7. Master Degree in Data Science by Skill Circle ● This comprehensive master’s degree course is designed under the guidance of Data Scientists who are pioneers in this industry. Pedagogy: This instructor-paced course comes with 120 hours of video content and limited access to its resources. Practical Experience: In order to improve industry exposure, the course modules integrate hands-on training sessions, live classes and a domain-specific capstone project. Career Impact: The course provides complete job assistance. Pricing: You can join this course for: ○ ₹70,000 ○ $961 ○ £704 ● ● ● ● 8. Data Science With KPMG India by Imarticus Learning ● This certification course focuses on Data Science concepts and teaches how to develop robust models to produce valuable business acumen. Pedagogy: It adopts a self-paced learning approach and features 4 months of duration, graded assessments, personalized guidance and limited access to its study material. Practical Experience: The course provides integrated learning through case-based learning methods, hands-on training sessions, and live classes. Career Impact: The course offers complete job assistance. Pricing: You can join this course for: ● ● ● ●

6. ○ ○ ○ ₹58,000 $796 £583 9. Advanced Data Science for Managers by Emeritus ● This course provided by IIM Kozhikode provides insights into exploratory analysis, data management and the operations of machine learning algorithms. Pedagogy: This 1-year-long instructor-paced certification course offers limited access to its study material. Practical Experience: The distinguishing features of this course include hands-on training sessions, real-world case studies, live classes, capstone projects and case-based learning methods. Career Impact: The course provides job placement assistance, dedicated interview preparation sessions, and resume-building group sessions to enrich your industry exposure. Pricing: You can join this course for: ○ ₹1,85,000 ○ $2,539 ○ £1,860 ● ● ● ● 10. Data Scientist Nanodegree Program by Udacity ● This track is best suited for those already well-versed with machine learning and will equip them with skills essential to becoming a successful Data Scientist. Pedagogy: This 4-months-long self-paced certification program comes with instructor-moderated discussions, personalized guidance and limited access to its content. Practical Experience: The course comprises hands-on training sessions, post-course interactions and industry-grade capstone projects to improve learning outcomes. Career Impact: The course offers complete job support to help you advance in your career. Credibility: The course is sponsored by Appen, INSIGHT, Kaggle, IBM Watson and many more. Instructor: This course will be supervised by a highly-competent international faculty panel with adequate professional experience in this area. Pricing: You can join this course for: ○ ₹77,676 ○ $1,066 ○ £781 ● ● ● ● ● ● 11. Data Science: Data-Driven Decision Making by Future Learn

7. ● Through this micro-credential, you will get to perform various practical programming exercises in R language and subsequently understand the process of harvesting, tidying and wrangling data for decision-making. Provider: This course is offered by Monash University in partnership with Future Learn. Pedagogy: It takes a self-paced learning style and features 12 weeks of runtime, instructor-led discussions and lifetime access to its resources. Instructor: The program will be led by international faculty. Pricing: You can join this course for: ○ ₹97,195 ○ $1,334 ○ £977 ● ● ● ● 12. Production Machine Learning Systems by Pluralsight ● This course teaches efficient practices of a high-yielding Machine Learning system in production environments. Pedagogy: This self-paced certification course comprises 3.67 hours of video content, instructor-moderated discussion downloadable access to its material. Practical Experience: The prime highlights of this course include case-based learning methods, case studies and a content-specific capstone project. Instructor: The course has international faculty with adequate professional experience in this discipline. Pricing: You can join this course for: ○ ₹1,499 ○ $21 ○ £15 ● forums, self-paced quizzes and ● ● ● 13. Advanced Crystal Reports 2011 and 2013 (CR13L02) by QuickStart ● This advanced-level track teaches how to formulate complex reports with the help of Crystal Reports 2013. Pedagogy: This self-paced certification course features 2 days of duration, instructor-led discussions and lifetime access to its resources. Pricing: You can join this course for: ○ ₹26,923 ○ $370 ○ £271 ● ● 14. MicroMasters® Program in Data Science by edX ● This MicroMasters program will equip you with sound knowledge of the computational and mathematical tools that are the key rudiments of Data Science.

8. ● Provider: This program is offered by the University of California, San Diego, in partnership with edX. Pedagogy: This advanced-level program takes an instructor-led learning approach and encompasses 10 months of runtime, instructor-moderated rounds, live classes and limited access to its content. Instructor: The program has international faculty with relevant professional experience in this area. Pricing: You can join this program for: ○ ₹97,678 ○ $1,341 ○ £982 ● ● ● 15. Advanced Machine Learning Specialization by Coursera ● Through reinforcement learning, Bayesian methods and master advanced Artificial Intelligence techniques. Provider: This specialization is brought to you by HSE University in partnership with Coursera. Pedagogy: It follows a self-paced learning style and comprises 10 months of duration, graded assignments & quizzes, instructor-moderated discussion forums, and limited access to its learning resources. Practical Experience: The course case-based learning methodologies, hands-on training sessions, and post-course interactions. Instructor: The course features international faculty. Pricing: The pricing of this course is not available. this specialization, you will be introduced to deep learning, ● ● ● reinforces holistic learning through ● ● 16. Advanced Machine Learning With ENCOG by Pluralsight ● This track will cover advanced concepts related to machine learning for detailed neural network predictive models. Pedagogy: This self-paced certification course encompasses 4.18 hours of video content, instructor-led discussions, in-built quizzes and downloadable access to its material. Practical Experience: The key USPs of this course include case-based learning methods, business-world case studies and a domain-specific capstone project. Instructor: The course has international faculty with relevant professional experience in this domain. Pricing: You can join this course for: ○ ₹1,499 ○ $21 ○ £15 ● ● ● ● 17. Enterprise Data Management by edX

9. This advanced-level certification course discusses concepts like relational databases/SQL, master data management, big data technologies, data strategy & data governance, etc. Provider: This track is provided by Indiana University in association with edX. Pedagogy: This instructor-paced course comes with 12 weeks of runtime, instructor-moderated discussions, live classes, graded assignments & exams and lifetime access to its study resources. Instructor: The course has international faculty with adequate professional experience in this sector. Pricing: You can join this course for: ○ ₹38,684 ○ $531 ○ £389 ● ● ● ● ● 18. Advanced Data Science Capstone by Coursera ● This advanced-level project-based course provides a solid understanding of data processing, exploration and visualization. Provider: This course is offered by IBM in collaboration with Coursera. Pedagogy: It follows a self-paced learning methodology and features 9 hours of video content, instructor-led sessions, and limited access to its content. Practical Experience: The course modules integrate case-based learning, virtual labs, and capstone projects to enrich your learning outcomes. Instructor: The course will be supervised by international faculty. Pricing: The pricing of this course is not available. ● ● ● ● ● 19. Advanced Data Science With IBM Specialization by Coursera ● Through this track, you will be able to comprehend the mathematical principles behind all deep learning and machine learning algorithms. Provider: This course is provided by IBM in partnership with Coursera. Pedagogy: This 4-months-long self-led specialization comes with instructor-led discussions and limited access to its content. Instructor: This specialization will be conducted by a well-qualified international faculty panel. Pricing: The pricing of this course is not available. ● ● ● ● 20. Advanced Linear Models for Data Science 1: Least Squares by Coursera ● This course offered by Johns Hopkins University introduces least squares from a mathematical as well as linear algebraic perspective. Pedagogy: This self-paced certification course features 8 hours of video content, instructor-moderated discussion rounds and limited access to its material. Instructor: The course has international faculty with relevant experience in this industry. Pricing: The pricing of this course is not available. ● ● ●

10. Explore Artificial Intelligence & Data Science courses Delve into various certification programs for Data Science Scout various Applied Data Science courses