If you are looking through this, you might be intrigued by Data Science or want to pursue a career in Data Science. Whatever it is, you have landed in the right place. This list article will take you through a list of intermediate-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 Intermediate-Level Applied Data Science Skills
The top Applied Data Science skills that you will need are as follows -
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 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.
- edX: It is developed by Harvard and MIT. It provides university-level courses, including free-of-cost courses in various disciplines to learners globally.
- DataCamp: It furnishes high-quality education and stimulates data skill development promising a more secure future in this field.
- 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.
- Codecademy: It is dedicated to empowering impressive careers in technology. It aims to serve a diverse demographic of users and offers complimentary coding classes in 12 different programming languages.
- 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.
- Corporate Finance Institute (CFI): It is a top-rank global contributor of digital financial modeling and evaluation training programs specifically designed for financial analysts.
- Eduonix: It is an online learning platform offering multiple online courses with the vision to provide a world-class learning experience.
- One Education: It is the UK-rooted online learning platform providing over 1000 quality e-learning courses ideal for all skill levels. Its courses are designed to equip learners with in-demand skills and practical knowledge, enriching their career trajectories.
- O’Reilly: For the past four decades, O’Reilly has conveyed life-changing ideas of innovators through articles, books and their online learning platform. It sets forth an entire plethora of formats, including interactive tutorials, live online training courses, case studies, videos, etc., to equip learners with relevant insights required to stay ahead in this ever-changing economy.
- Skill-Lync: It is an online learning company founded in 2015 aims to deliver quality education by leveraging technology to arm learners with the desired technical skills to progress in their respective career paths.
- Henry Harvin: It is a comprehensive Edtech platform rooted in India & US, catering to customers in more than 97 countries.
- 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.
Top Applied Data Science Courses
Although there is a great variety of online courses, it is important to look for the ones worth investing in. To help you with this process, we have curated a list of the best-rated courses offered by different providers, which is as follows -
This program teaches learners how to apply Data Science in real-life scenarios and create powerful models that can generate business insights and predictions.
- Accreditation: This program is accredited by National Skill Development Corporation (NSDC) and Skill India.
- Pedagogy: This 6-month-long self-paced post-graduate program comprises case-based learning, hands-on training, live classes and much more.
- Practical Experience: The program comes with case-based learning methods, virtual labs, and live classes to provide better industry exposure.
- Pricing: You can join this program for:
- ₹1,90,678
- $2,326
- £1,931
This online certification track is meant to provide a sound knowledge of essential topics like statistics, data analysis, data visualization, machine learning, deep learning, SQL, R, Python, and much more.
- Pedagogy: This instructor-led course comes with 6 months of duration and limited access to its resources.
- Practical Experience: The course modules integrate live classes, hands-on training sessions and an industry-grade capstone project to enhance industry exposure.
- Career Impact: The course provides premium job placements in top Fortune 500 companies and startups.
- Pricing: You can join this course for
- ₹1,98,004
- $2,047
- £1,699
This certificate program will familiarize you with all the aspects of Data Science and Machine Learning and equip you with relevant skills to practice these concepts in real-life situations.
- Provider: This course is provided by the Indian Institute of Technology, Roorkee (IIT Roorkee), in collaboration with Imarticus Learning.
- Pedagogy: It adopts an instructor-paced learning approach and features 5 months of runtime, instructor-moderated sessions, personalized guidance, and limited access to its content.
- Practical Experience: The course reinforces experiential learning through case-based learning methods, hands-on training sessions, case studies, live classes and a content-specific capstone project.
- Career Impact: The course offers complete job assistance.
- Pricing: You can join this course for
- ₹1,00,000
- $1,372
- £1,006
The course offered by Singapore Management University Executive Development (SMU ExD) teaches how to interpret and process data to help make sound business decisions.
- Pedagogy: This 2-month-long instructor-led certification course provides limited access to its learning material.
- Practical Experience: The key features of this course include hands-on training sessions, real-world case studies and case-based learning methods.
- Pricing: You can join this course for
- ₹1,25,085
- $1,800
- £1,494
This track is exclusively designed for students and data analysts and is meant to equip them with relevant skills to apply Data Science in various real-world situations.
- Pedagogy: This self-led certification course encompasses 40 hours of video content, instructor-led forums, personalized guidance, live classes, dedicated projects & assignments and limited access to its study material.
- Career Impact: The course offers 100% placement assistance and internship support to ensure a practical experience of the learnings.
- Pricing: You can join this course for
- ₹13,500
- $185
- £136
This certification program is meant for python developers, software programmers, or anyone who wants to build a career in this field. It will cover all aspects of Data Science and Machine Learning.
- Pedagogy: This 8-month-long self-led course comes with instructor-moderated discussion forums and lifetime access to its learning material.
- Practical Experience: The course reinforces integrated learning through hands-on training, post-course interactions and industry-grade capstone projects.
- Career Impact: The course offers complete job assistance.
- Pricing: You can join this course for
- ₹2,75,000
- $3,774
- £2,766
This course will give an extensive overview of Machine Learning and Artificial Intelligence rudimentary concepts and processes.
- Pedagogy: This one-day-long instructor-led certification course features personalized guidance, instructor-moderated discussions and limited access to its resources.
- Practical Experience: The course modules integrate case-based learning methodologies, live classes and case studies to enrich your learning experience.
- Pricing: You can join this course for
- ₹3,410
- $42
- £35
This comprehensive course discusses the principles and methodologies essential to curate a successful career in this field.
- Pedagogy: This track follows a self-paced learning style and comes with 11 hours of duration, instructor-moderated sessions, personalized guidance, regular assessments & exams and limited access to its study material.
- Credibility: The course is accredited by the Quality License Scheme, International Accreditation Organization, and CPD Certification Service, validating that it meets the industry-set guidelines for continuing professional development.
- Pricing: You can join this course for
- ₹2,598
- $36
- £26
This track teaches how to code in Python, compute linear regression with TensorFlow and carry out CIFAR 10 image data and recognition.
- Pedagogy: It adopts a self-paced learning approach and comprises 5 hours of video content, instructor-moderated discussion sessions and lifetime access to its resources.
- Practical Experience: The course curriculum incorporates post-course interactions, hands-on training sessions, and a comprehensive capstone project to reinforce all-around development.
- Instructor: The course will be supervised by a highly-competent international faculty with relevant experience in this field.
- Pricing: You can join this course for
- ₹300
- $4
- £3
This intermediate-level course is meant to familiarize you with all the Data Science processes.
- Pedagogy: This self-paced certification course encompasses 2 hours of video content, instructor-moderated discussion forums and lifetime access to its study material.
- Practical Experience: The course comprises hands-on training sessions and post-course interactions to provide an integrated learning experience.
- Pricing: This course can be availed for free.
In this Nanodegree program, you will understand how to process real-time data with the help of modern data engineerings tools like Kafka and Apache Spark.
- Pedagogy: This self-led certification program has 2 months of duration, personalized guidance and limited access to its content.
- Practical Experience: The course comes with hands-on training sessions, post-course interactions and industry-relevant capstone projects to furnish enhanced learning outcomes.
- Career Impact: The course offers complete job support.
- Instructor: This course will be conducted by a well-qualified international faculty panel with adequate professional experience in this industry.
- Pricing: You can join this course for
- ₹38,838
- $533
- £391
This track will introduce you to the fundamentals of NumPy, a popular python library that performs numerical calculations on large datasets and descriptive statistics.
- Pedagogy: This course takes a self-paced learning approach and features 5 hours of video content, instructor-moderated forums and limited access to its material.
- Practical Experience: The course provides post-course interactions and industry-relevant capstone projects to improve learning outcomes.
- Pricing: You can join this course for
- ₹999
- $14
- £10
Through this expert track, you will gain insights into experimental data analysis and modelling.
- Provider: This course is offered by CloudSwyft Global Systems, Inc. in partnership with Future Learn.
- Pedagogy: It follows a self-paced learning style and features 3 weeks of runtime, instructor-moderated discussion rounds and lifelong access to its content.
- Instructor: The program has international faculty.
- Pricing: You can join this course for
- ₹2,842
- $39
- £29
This track provides a comprehensive overview of how classic supervised learning techniques can supplement traditional unsupervised methodologies such as clustering and dimensionality reduction.
- Pedagogy: This self-paced certification course comprises 3.4 hours of video content, instructor-led discussion sessions, self-paced quizzes and downloadable access to its resources.
- Practical Experience: The distinguishing features of this course include case-based learning methodologies, case studies and a content-specific capstone project.
- Instructor: The course has international faculty with relevant professional experience in this discipline.
- Pricing: You can join this course for
- ₹1,499
- $21
- £15
This certification course covers concepts like math, statistics, visualization, etc and is intended to prepare you for aligning and examining large data sets and subsequently drawing actionable insights.
- Pedagogy: This self-paced certification course features 3 days of duration, instructor-moderated discussions and lifetime access to its study material.
- Practical Experience: The course has virtual labs and post-course interactions to enrich your learning experience.
- Pricing: You can join this course for:
- ₹90,245
- $1,239
- £908
This course teaches how to use Python Collections for data storage and manipulation to help in various data scientific causes.
- Pedagogy: This self-led certification program comes with 4 hours of video content, instructor-moderated discussions and limited access to its learning material.
- Practical Experience: The prime highlights of this course include hands-on training sessions, case-based learning methodologies, case studies and virtual labs.
- Instructor: The course will be led by highly competent international faculty.
- Pricing: You can join this course for:
- ₹964
- $13
- £10
This track focuses on the popular language for Data Science, Python and covers its various libraries and toolkits.
- Provider: This certification program is provided by IBM in collaboration with edX.
- Pedagogy: This 6-month-long self-led course comes with instructor-moderated discussions, graded assignments & exams and limited access to its content.
- Practical Experience: The course comprises a capstone project to help put your theoretical knowledge into practice.
- Instructor: The course will be supervised by a highly experienced international faculty panel.
- Pricing: You can join this course for
- ₹40,048
- $550
- £403
This track provides sound knowledge for visualizing data in Jupyter Notebook.
- Provider: This course is offered by Codio in association with Coursera.
- Pedagogy: It adopts a self-paced learning approach and features 9 hours of video content, instructor-moderated 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.
This course is exclusively designed for statisticians and data scientists who are active managers and is intended to shed light on key concepts that will help them supervise real-life analyses.
- Provider: This track is provided by Johns Hopkins University in association with Coursera.
- Pedagogy: This self-paced certification course comes with 7 hours of runtime, instructor-moderated sessions and limited access to its study material.
- Instructor: The course has international faculty with adequate professional experience in this sector.
- Pricing: The pricing of this course is not available.
Through this project-based track, you will be able to create a logistic regression model with Numpy and Python and perform exploratory data analysis.
- Pedagogy: It follows a self-led learning style and encompasses 2 hours of video content, instructor-moderated discussion forums, and limited access to its resources.
- Practical Experience: The course reinforces all-around development through case studies, virtual labs and a comprehensive capstone project.
- Instructor: The course features international faculty.
- Pricing: The pricing of this course is not available.
