If you are interested in learning Data Analytic thinking, then here is a lean of Best Data Analysis Courses, Classes, Tutorials, Training, and Certification programs available online for 2022. This inclination includes both free and paid courses to help you learn data analysis. Also, it is ideal for beginners, intermediates, likewise as experts.
10 Best Data Analysis Courses &ere; Certification [2022 JANUARY]
1. Post Grad Certificate Program in Data Analytics (Purdue University)
Ideally intended for individuals interested in boosting their calling in data analytics, this program leave provide you with spaciotemporal noesis of information analytics. The curriculum is prepared in partnership with IBM to help you accomplish job-quibbling abilities comparable information visualization, analysis, supervised and unsupervised learning. The classes will be delivered via live online Sessions, graded quizzes, apply exercises, and custody-on projects from leading professionals and industry leadership. The curriculum comprises various learnedness outcomes, including Analytics and Programming Foundation, Tableau Training, Data Scientific discipline with R, and R Programming for Data Science. During the learning Roger Huntington Sessions, you'll work with real-life examples and applications with capstone projects to test your enlightened skills much.
Key USPs –
– A well-established learning program designed with a Bootcamp model embattled with real-world projects and event studies
– Build a strong foundation in data analytics with the basics of statistics fundamental principle and techniques
– Learn to analyze information with R and Python programming languages and visualize data with Tableau and Power BI
– Improve your knowledge with additional electoral courses, such arsenic Office BI, Master class, Artificial intelligence master class, etc.
– Piece of work with industry projects from top-tier companies like Google, Walmart, IBM, and Zomato
Duration: 8 months, 5-10 hours/week
Rating: 4.6 unconscious of 5
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Followup: We have seen so many ups & downs this year, and that's wherefore we need to be proximo-ready. I treat this platform as a puny accomplishment in my academic calling. Information technology's never late to initiate something new, and I feel grateful to throw accomplished the bootcamp from Purdue University and Simplilearn. – Sarthak Hota
2. Information Analyst Nanodegree Program (Udacity)
This universal prospectus is created to help you learn how to use Python, SQL, and statistics to uncover insights, pass along critical findings, and yield data-driven solutions. The curriculum is prepared in collaboration with Kaggle to provide you with the best acquisition stuff. You'll learn to deploy and formulate data for analytic thinking and create visualizations while working with Python libraries, including NumPy and Pandas. The course catalog consists of four learning outcomes: Introduction to Information Analysis, Practical Statistics, Data Haggle, and Information Visualisation with Python. Upon course completion, you'll besides mother career services from Udacity to assistanc you with sum up, GitHub portfolio, and LinkedIn profile optimization.
Key USPs –
– Acquaint yourself with the core concepts of data analysis and infer the process of wrangling, exploring, analyzing, and communicating information
– Get word to apply inferential statistics and probability to realistic-earthly concern scenarios, such as building supervised learning models and analyzing A/B tests
– Know how to gather, assess, and clean information with data wrangling while using Python to brawl data programmatically
– Be able to apply visualization principles to the data analysis process and search data visually at multiple levels to create a compelling story
Duration: 13 hours
Rating: 4.5 come out of the closet of 5
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Refresh: It's eager to see the Udacity staff is actively rising the offering – after I started the degree, the staff switched out one of the clumsier modules for a shiny new NumPy/Pandas primer (P2) – don't Miss it. – Bruno A.
3. Learn Data Analysis from Beginning (Coursera)
Whether you want to earn a certificate operating theater a master's degree in Data Analysis, Coursera has a lean of various courses, specialization programs, and master's academic degree programs in Data Science. The best part almost these programs is that from each one of them is provided past the top-rated universities around the world, much American Samoa Harvard, MIT, Columbia, etc. What is more, some of the courses are easy with instructor-LED breeding and live classes, which means you will be in direct touch with your instructor during the session. After completing these courses operating theater programs, you will constitute highly accoutred with all the skills that are required to become a data analyst.
Key USPs –
– A list of comprehensive courses, classes, and master's degree programs that are designed to provide you the skills required to become a data analyst
– Learn different aspects of data skill, such every bit machine learning algorithms, MS Excel, analyzing datasets, and much Thomas More
– Avail a variety of hands-on projects with each course that are designed your skills and knowledge later on completing the trend
– Included with practical exercises, video lectures, instructor-led training, quizzes, and much Thomas More
– Incur a certificate of closing after finishing the course with the final assignments
Duration: Ego-paced
Rating: 4.7 out of 5
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4. Complete Data Science Bootcamp (Udemy)
This flow is focused along pedagogy you everything that you need to discover to be a data scientist by covering topics that flow smoothly and complement apiece other. During the course, you leave get introduced to multiple concepts like information analysis, data scientific discipline, mathematics, machine learning, data visualization, and many much. As wel, you will learn well-nig advanced machine learning algorithms, tools, and techniques that are used by data scientists. The course is designed by 365 Careers, so you will be learning from some of the best instructors who have years of experience in educational activity information scientific discipline. And once you complete the track, you will come a credential of closing from Udemy.
Key USPs –
– Learn the most demanding data science skills, so much as Python programming with NumPy, Statistical analysis, Tableau vivant, Machine learnedness with stats models and scikit-con
– Help you translate the mathematics behind machine learning, you bet to create machine encyclopaedism algorithms in Python with NumPy and Statsmodels
– Get a line how to use progressive artful learning frameworks, such As Google's Tensor Menstruate, and how to pre-process data
– Read to improve machine encyclopaedism algorithms with underfitting, overfitting, training, testing, and substantiation, and how hyperparameters pot be helpful in improving carrying out
Duration: 3 months, 4-5 hours/week
Rating: 4.5 out of 5
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Review: It took a while to full-dress this course, but I think it was worth the effort. Very well-framed and delivered course. Thanks a lot. – Lt Gap Gurinder Singh Ghuman
5. Advanced Excel Formulas and Functions (Udemy)
Multiple sclerosis Excel is another essential skill required to become a information analyst, and this course from Udemy is the best option to enhance your Excel skills. Whether you're just offse with Excel or already have some see in it, this course will offer up you everything that you need to master Excel. Therein course, you will grow a clear understanding of the advanced Excel formulas and functions that will help you translate a basic Excel spreadsheet broadcast into a dynamic and powerful analytics puppet. The course is included with multiple telecasting lectures, manpower-on exercises, contextual examples, and much more so that you can understand how powerful and helpful these formulas can be.
Key USPs –
– One of the prizewinning Excel courses available online that will teach you how to write robust, deluxe formulas and functions from scratch
– Provides an all-embracing variety of topics during the course, including Search functions, Statistical functions, Range formulas, Seamless operators, Text functions, and many much
– Memorise how to build dynamic tools and stand out dashboards to filter, video display, and analyze your information quickly
– Learn how to join datasets from sextuple sources with Excel Lookup, Index, and Match functions, and how to pull real-metre data from APIs directly into Excel
Duration: 9-10 hours
Rating: 4.6 out of 5
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Review: A wonderful course. Clear and to the point. Fine explained, and you can follow every step of the elbow room. Good involvement in the Q&A from the teacher! – Magnus Ploug
6. Learn Python for Data Analysis and Visualization (Udemy)
Python is an constituent accomplishment mandatory to become a data psychoanalyst, and this class from Udemy will provide you with the resources that you need to larn Python and effectively use it to analyze and visualize data. With this course, you will get a clear savvy of how to employ Python programming and how to use it in aggregation with computing modules and libraries for analyzing data. The course is designed by Jose Portilla, who is a professional data scientist and has trained more than thirty-k individuals just about the planetary. He will help you get real-life experience of victimization Python with his skills and knowledge.
Cardinal USPs –
– Learn and understand how to create and manipulate arrays with NumPy and Python, and how to use pandas for creating and analyzing data sets
– Acquire the use of matplotlib and seaborn libraries for creating beautiful data visualizations that are required in data analysis
– Enclosed with more than 100 lectures, 20 hours of information, and hundreds of examples with Python code notebooks
– Be in touch with your instructor or a squad of experts if you have any queries related to the course content
Continuance: 1 month, 5-6 hours/week
Rating: 4.3 out of 5
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Review: Amazing, the Projection lesson is well explain & I am able to know how to follow up the code pick up in old exercise in a real-macrocosm example. – Saurabh Kumar
7. Post Graduate Certification Program in Business Depth psychology (Purdue University)
This post-graduate business analysis program is ideally designed for functional professionals who want to achieve vocation growth. Enrolling in this applicable prospectus will enable you to gain civilized business analysis skills corresponding in force preparation, software documentation, and lin solutions excogitation while obtaining noesis of lifecycle management. It is premeditated in partnership with IBM and Purdue University to help you learn how to tackle business problems with in-demand tools. The curriculum is equipped with John Harvard Business case studies, capstone projects from various domains, and 14+ projects with information sets. Moreover, it offers alumni benefits from Purdue University with access to the Simplilearn job assistance platform to experience recognized by top-tier companies.
Key USPs –
– One of the top quint business concern analysis courses available online according to Entrepreneur to assistanc you build up excellent skills for career ontogenesis
– Fix in-depth knowledge of business analysis by scholarship active scrum master, data analysis with Python, and mathematical optimisation for commercial enterprise problems
– Enter in elective courses on tap inside the program to get ahead your knowledge criteria with masterclasses, Power BI, and R programming
– Get qualified with requirement analysis, intersection vision, analytics, agile, and business modeling with tenfold learning modules
Duration: 6 months, 5-10 hours/week
Rating: 4.6 out of 5
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Review: I likeable the concept of online learning. The breeding delivery is seamless and unflawed – Thanks! Keep up the estimable work. I especially like the fact that the arguments are explained in detail, so that participants who are interested in the understanding seat get an important contribution to their knowledge enhancement. – Jagdeshwari
8. Post Graduate Certificate Program in Data Engineering (Purdue University – Simplilearn)
Offered in partnership with Purdue University & in collaboration with IBM, this working program bequeath service you learn the fundamental aspects of data engineering. Attractive this progressive curriculum leave help you get over determinative information engineering skills. In that program, you'll cover multiple data engineering aspects, such as AWS technical school essentials, Azure fundamentals, Azure data engineer, and Python for data science. Completing this program will help you win multiple skills, including data pipelining, tangible-clock time data processing, data visualization, provisioning data storage services, and more. Moreover, a certificate of completion bequeath Be shared with you on finishing the program to showcase your skills.
Key USPs –
– An exclusive computer program designed with hold up sessions, recorded lectures, masterclasses, IBM hackathons, and industry-leading projects
– Get better insights into improving business productivity by processing large volumes of data and extracting valuable information
– Learn through copestone projects from multiple domains and 14+ projects with industry datasets from YouTube, Glassdoor, Facebook, etc.
– Learn to manage and develop information processing, monitor and optimise data solutions with Azure services like Azure Creation DB, Azure Synapse Analytics, etc.
– Get additional chore aid from Simplilearn's job assistance program to get detected by top-tier companies
Continuance: 8 months, 5-10 hours/week
Rating: 4.6 out of 5
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Review: Simplilearn is a great learning platform for aspirants. It provides online learning with global intelligence faculties. It offers unequalled service and is the best place to attain professional knowledge and grow in one's career. I am very, same thankful to Simplilearn. – Rajesh Dubey
9. College Information Analysis Courses (edX)
edX is an excellent e-encyclopaedism platform that helps users learn a variety of subjects and fields. This list of Data Analysis courses will help you learn all the all-important skills requisite to become a professional data analyst. The classes are biloculate into multiple categories, such as Data Science, Artificial Intelligence activity, Python, Excel, Machine Encyclopaedism, and many more. And what's more interesting is that all of these courses are provided by elevation universities operating theater institutions like MIT, Harvard, Microsoft, IBM, etc. Moreover, altogether the courses are designed in a simple manner so that users don't face some complications while learning.
Key fruit USPs –
– Choose a course that meets your requirements and provide resources to help you get a professional data analyst
– Cover versatile topics and subjects of information analysis, such as Political machine encyclopaedism, Excel fundamentals, Python programming, and numerous more than
– Enter upon touch with your instructor with live classes to resolve your queries or understand a topic deep
– Available with multiple videos, rich-learning complacent, hierarchic assignments, quizzes, and practicable exams to help you get accoutered with the topics clearly
– Access code 30-days unblock trial with all course with the exemption to subject from your comfort zona without whatsoever deadlines
Duration: Self-paced
Rating: 4.5 out of 5
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10. Data Analysis with Pandas and Python (Udemy)
This comprehensive course is concentrated on teaching you how to use Pandas with Python for data analysis. In this course, you will get introduced to the popular pandas' library that is built on top of Python programming words. You will learn how to examine, organize, sort, filter, pin, aggregate, clean, and calculate data sets with the serve of the pandas library. The course is designed by Boris Paskhaver, who is a line of work software locomotive engineer and training individuals and practical professionals in using Pandas for data analysis. Also, after with success completing the course of study with the given assignments, you leave obtain a certification of completion that lav follow shared with your LinkedIn visibility or employers.
Key USPs –
– Instruct how to perform a multitude of information operations in Python's popular pandas library with grouping, pivoting, connexion, and Sir Thomas More
– Enclosed with 19 hours of picture lectures to help you realise data analysis with Pandas and Python programming
– Cover a variety of methods, attributes, features, and functionalities that are included with pandas subroutine library
– Dive into the different datasets – short and long, broken and pristine, to demonstrate the incredible versatility and efficiency of this package
– Become an influential data analyst after learning the powerful Pandas library
Duration: 1 calendar month, 4-5 hours/week
Paygrad: 4.6 out of 5
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Review: Got a good insight into pandas. The flow of the subject was goody-goody; some Thomas More examples would have been better. Overall the course was good and nicely explained. – Venkata Ramana Mantravadi
11. SQL for Data Analysis (Udemy)
Individuals WHO are interested in encyclopedism SQL query language for data analysis can demand help from this course, which is entirely focused on different aspects of SQL. In this course, you will get word how to create dashboards for tracking and measuring progress on squad goals, garner data for the excel team to use in investor pitch decks, and how to get data-driven nearly conclusion-making. The course of study is designed away Peter Sefton and David Kim, who are master instructors at Udemy. They will assist you during the entire course, and assistance you resolve your queries related to the course content.
Key USPs –
– A general of course centred on education you everything about SQL so that you can easily purpose it for Data Analytic thinking
– Go finished the queries of a real business while learning the raw skills undergoing those queries so that you can create custom queries
– Included with exercises and quizzes garbled throughout the course to service you analyze what you have learned from the course
– Join the discussion panel where the instructors bequeath bring fort directly in touch with you to answer your questions
– Earn your certificate of completion after finishing the course
Length: 4-5 hours
Rating: 4.1 out of 5
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Retrospect: The instructors were really good, made the class fun and very interesting, I gain a good deal of knowledge and understanding hit different way to build SQL statements – Thomas Hertzog
12. Data Psychoanalysis Courses and Training (LinkedIn Encyclopaedism)
For those World Health Organization are confused about where to get their data analysis learning journeying, LinkedIn Learning is providing a list of multiple data analysis courses and training. Amongst the list, you can select a course that best fits your requirements, so much As Encyclopedism Information Analytics, SQL: Data Reporting and Analysis, Python for Data Scientific discipline Essential Training, Managing and Analyzing data with Excel, and many much. Complemental these courses and training Sessions, will help you improve your existent skills of Data Analysis, also as you will get a certificate of culmination with every course of instruction you opt for.
Keystone USPs –
– A tilt of comprehensive information analysis courses focused on different aspects to assist you become a vocation data analyst
– Learn about machine eruditeness algorithms, data science, python programming with Pandas and NumPy, SQL for data reporting, and many other topics
– Learn about Excel spreadsheets formulas and functions, and how they can cost used to manage and dissect datasets in any organization
– Get constant support and backing from a team of experts to help you purpose the queries related to the course
– Avail 10-days loose trial with all row and the freedom to study from your have pace without any deadlines
Length: Self-paced
Rating: 4.5 out of 5
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13. Information Analysis and Visualization (Udemy)
This is a Bootcamp course designed by TakenMind, to help you learn how whirligig technical school companies process zettabytes of information for analyzing information to meliorate their line of work growth. This is a beginner course that will help you learn the following concepts of data analytic thinking, such As basics of Python, pandas for efficient data analytic thinking, matplotlib for data visualization, and another. Getting equipped with these concepts, you will atomic number 4 fit to move your career in the data analysis field. During the course, you will puzzle over introduced to the installation and set risen of the study kit, workings with NumPy, Data manipulation with Pandas, and many unusual subjects. Also, after completing the course, you will receive a certificate of completion that leave help you showcase your skills to employers.
Key USPs –
– A basic course focused happening teaching you how to visualize data with a study kit included with the track
– Fashioned by an expert instructor of TakenMind, WHO is providing data depth psychology training for more than ten years
– Learn how to imag data with Matplotlib and Seaborn, you bet to manipulate and analyze data with Pandas subroutine library
– Get workforce-on undergo of using the study-kit out for managing, visualizing, and manipulating the data
Duration: 9-10 hours
Rating: 4.4 out of 5
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Review: IT was absolutely fine. Got more what was expected. Best start is, this knowledge of data analytics stays with me forever. – Dhruv Samant
14. Data Analysis and Visualization Executive Education Program (RICE University)
This productive short course is ideally re-formed for functional analysts and information managers involved in utilizing data and logical models to inform specific functions and business decisions. This online program will teach you how to leveraging data and inform strategic and in operation decisions while acquiring adjusted with information analytic thinking and communicating data. The classes are designed by RICE University professionals, who volition assist you throughout the sessions to help you cover essential concepts. Moreover, you'll gain objective and relevant competencies and earn invaluable recognition from a top-tier US-settled university. After concluding the program, you'll be wellspring-equipped with data analysis and visualization skills with in-demand tools like Tableau and SQL.
Discover USPs –
– A structured curriculum designed to supporte you explore much advanced functionalities of Excel to make up multi-sheet models
– Learn to utilize data to answer practical business questions to rule data-driven solutions piece accessing important datastores to enable comprehensive analyses
– Gain a fundamental understanding of the basics of data depth psychology, so much as high-tech Stand out functions, practical statistics, and databases
– Learn to conduct a regression analysis and identify the likeliness of possible outcomes and use Tableau as a medium to communicate a cohesive data tarradiddle
Continuance: 8 weeks, 7-10 hours/workweek
Rating: 4.5 prohibited of 5
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15. Founding to Data Analysis (Udacity)
This is an introductory course designed to take you through the basics of data depth psychology. In this course, you will exist guided through the entire data analysis process, which includes haggling your data into a data format that can make up used to fix problems, communicating with your findings, and some other concepts. You will learn how to use Python libraries like NumPy, Pandas, and Matplotlib for writing cleaner, concise, faster code. This course is a part of the Nano degree program – Creation to Programming, which agency after finishing this course, you can enroll yourself in the Nano degree program.
Key USPs –
– Learn how to explore data, find patterns in information technology, and build your suspicion about it while drawing conclusions operating room making decisions
– Learn the process of data analysis, how to pose a interrogate, ready predictions, and many other basic concepts of information analysis
– Know about the features that give the sack be applied to peerless-dimensional data, and how to use NumPy and Pandas to do data analysis process easier
– Designed by an expert instructor of Udacity who has eld of experience in providing breeding to varied individuals
– Get access to ample-learning pleased in a straightforward manner soh that you rear end study quickly without paying any fees
Duration: 6 weeks
Rating: 4.5 out of 5
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So those were some of the best data analysis courses procurable online. Hope you base one that suits your needs. We wish you happy eruditeness 🙂
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