List of Online Courses and Certifications

In the Data Science: Data-Driven Decision Making course, you will engage in practical programming in R language to learn the procedure of harvesting, tidying, and wrangling data. Through the Data Science certificate course, you will also learn how to apply statistical models to simulate complicated functions that solve a wide range of problems.

Moreover, the Data Science course by FutureLearn is offered by Monash University of Melbourne, Australia. In the Data Science: Data-Driven Decision Making certification course , you will learn to establish useful data visualisations for decision-making, and conveying your messages to other people by utilising the grammar of graphics and principles of cognitive perception.

The Data Science: Data-Driven Decision Making microcredential complies with the standards of ‘Common Microcredential Framework’. Thus, you will learn how valuable data is when it becomes the basis to act or make an important decision in the real world. 

Besides, the Data Science: Data-Driven Decision Making online certificate course will inform you about the imperative legal, organisational, and ethical issues of data management and collection as well. 

Machine learning certification course by edX primary stage starts from the core development of computer programs that can acquire data and use it to learn for themselves. The course served by edx will guide the candidate through various topics that include, matrix factorization, classification and regression, topic modelling,  sequential models, clustering methods, and model selection. In the first half of the course, we will cover guided learning techniques for regression and classification. 

We will explore several fundamental methods which will be essential for performing this task and optimizing it with algorithms. In the second half of the Machine learning training course, we will shift to unguided learning techniques, where the end output will be more unpredictable based on a corresponding input. Any student or professional with knowledge of undergraduate probability, statistics, linear algebra, calculus, probability, and statistical concepts can enroll in this course. The course has a tenure of 12 weeks, where only 8-10 hours per week can push the candidate towards excellence. Under the guidance of ColumbiaX (Columbia University) after successful completion, every student will get a verified certificate with the institution's logo. Also Read: Machine Learning Practical Applications.

The course of Demands and Supply Analytics is provided by edX and is associated with Columbia University. This course is of intermediate level of difficulty, requiring only 8 to 10 hours of weekly effort to complete the study materials successfully. The course will be extended for a duration of 12 weeks where all the required topics will be covered to turn the candidates into a confident professional. 

The course aims to make sure that the candidates gain fundamental knowledge about data usage, develop insights and capabilities to predict the issues and problems in the administration to make better business decisions. Candidates will gain the answers to varied but frequent questions arising in the field and they will manage to carry out several risks such as having a large amount of inventory in hand, turning customers down, etc. They will be able to overcome the challenges of operation and pricing by making use of different statistical tools.   

In the Database Management, Essentials course candidates can create relational databases, create entity relationship diagrams (ERDs) to construct databases, analyse excessive redundancy table designs and write SQL statements to extract information to fulfill demands for business reporting. Candidates can use either MySQL/ PostgreSQL/ Oracle to execute SQL statements and a database diagramming method like ER Assistant or Visual Paradigm to build ERDs as they improve these skills. 

Database Management Basics provides the basis for a career in data warehousing, the creation of databases, business intelligence, as well as for the entire specialisation in Data Warehousing for Business Intelligence. The Database Management Essentials course has been built in a way to provide a shared base for students of specialisation. Anyone taking this particular course will be able to jump right in with writing SQL statements in MySQL/ PostgreSQL/ Oracle. The Database Management Essentials course is the first one of the 5 courses in Data Warehousing for Business Intelligence Specialisation. This specialisation encompasses skills in data architecture that are increasingly important in a wide variety of fields of technology. 

FutureLearn's Data Analytics for Business with Tableau training programme will teach candidates how to integrate statistical analysis and data wrangling with the use of SQL and spreadsheets, to climb in this developing field as a business rapidly. 

As information enters the standard, the capacity to clarify bits of knowledge and apply them to business issues has become the basic differentiator for experts across every business area. This is where Data Analytics comes in. With the help of Tableau, you can achieve effective communication with your customers and build a scalable strategy for your organisation.

Data Analytics for Business with Tableau programme will provide a deep understanding of the central quantitative skills essential in overseeing and examining complex informational indexes, using SQL and Excel. You will also learn to make business decisions using analytics, advancing from analytic examination to the prescient models.

Professionals who aspire to become business/data analysts or simply upskill can benefit immensely from the Data Analytics for Business with Tableau course by FutureLearn. 

The Organizational Behaviour - II certification course delves into the perennial challenges of working with people in organisational settings. Students gain insights into team characteristics, teamwork processes, and organisational contexts, to navigate and contribute effectively within teams. The course is a valuable resource for anyone interested in optimising team dynamics for organisational success.

The Organizational Behaviour - II certification by Swayam offers a practical understanding of team dynamics. Participants learn to address issues faced by teams, appreciate organisational nuances, and apply group dynamics for improved team functioning. Industry support is universal, recognising the course's relevance in fostering smooth organisational operation and enhancing individual performance in team settings.

The Probability And Statistics certification course explores statistics and probability with broad applicability across disciplines, including physical sciences, engineering, economics, and social sciences. The course covers essential statistical reasoning and methodology. It strikes a balance between providing a solid conceptual understanding and delving into advanced theoretical aspects.

The Probability And Statistics certification by Swayam is industry-relevant, particularly for those aspiring to work in business analytics, banking, finance, insurance, machine learning, and data mining. By combining theoretical knowledge with practical application through examples and problem-solving, students gain indispensable skills for various career paths.

Also Read: Online Statistics Certification Courses

The Strategic Management For Competitive Advantage certification course offers a comprehensive exploration of key concepts and practical applications crucial for success in modern business. Participants learn to analyse competitive landscapes, develop tailored strategies, and navigate implementation challenges across diverse organisational contexts. It caters to management individuals seeking to enhance their strategic decision-making skills.

The Strategic Management For Competitive Advantage certification by Swayam covers topics such as environmental analysis, competitor assessment, and strategy execution dynamics. Participants gain valuable insights into resource allocation, organisational culture, and leadership dynamics, essential for effective strategy implementation. It underscores the universal importance of strategic management for long-term planning, growth, and sustainability.

Accounts Payable & Receivable Certification is a 12-week-long course designed to provide in-depth knowledge and practical skills in accounting processes. Participants in this course will engage in 24+ accounting processes, covering a broad spectrum of over 90 transactions. The Accounts Payable & Receivable Certification by Fundaspring emphasises hands-on learning for practical experience.

By completing this Accounts Payable & Receivable Certification course, participants can expect to acquire valuable insights into the field of Finance and Accounting, enhancing their ability to handle real-world accounting scenarios. Read more to learn about Finance And Accounting Certification courses.

The Business Intelligence & Analytics certification course offers a comprehensive curriculum such as Business Intelligence & Analytics (BIA), technical architecture, case analysis of AT&T long distance, databases, SQL queries, data warehousing, OnLine Analytical Processing (OLAP), and others. Students gain hands-on training from industry experts, helping them to function effectively on real-world projects.   

The certification course focuses on covering important modelling techniques such as regression, decision trees, clustering, ANN, and text mining. The Business Intelligence & Analytics certification by NPTEL is 12 weeks course. The prerequisite for this certification course is a core course on Business statistics. The students gain in-depth knowledge of the principles and techniques used in the industry.

Also Read: Online Business Intelligence Courses & Certifications

The Applied Econometrics certification course is a 12-week duration programme. The certification course covers an extensive curriculum that covers instrumental variable (IV) estimation and two-stage least squares, simultaneous equations models, and others. The prerequisite for this course is the students must know inferential statistics and basic econometrics. 

This certification course can be pursued by anyone interested in data analysis. The Applied Econometrics certification by NPTEL is supported by banking, analytics, audit firms, and other industries. With the leading experts in the field, the students will gain hands-on training experience in data analysis and can apply it in real-world situations.   

Also Read: Online Economics Courses & Certifications

The Foundations of Accounting & Finance certification course is a 12-week duration programme. The certification course covers an extensive curriculum that covers the conceptual basis of financial accounting, financial statements, financial statement analysis, basis of cost accounting, and cost-volume-profit analysis. This certification course can be taken by anyone who wants to gain knowledge in Accounting and Finance. 

The Foundations of Accounting & Finance certification by NPTEL provides students with the required skills and knowledge of finance and accounting. With the help of industrial experts students will be able to apply the learned concepts in real-world scenarios. The students will gain a deep understanding of the foundation of accounting and finance.  

Also Read: Online Financial Accounting Courses & Certifications

The Numerical Analysis certification course is a 12-week duration programme. The prerequisite for this certification course is the knowledge of fundamentals of Calculus. The certification course covers a comprehensive curriculum that covers introduction, motivation, mathematical preliminaries, polynomial approximation, numerical differentiation derivation of differentiation formulas with an order of accuracy and Mathematical Theory of ODE.  

Students will gain in-depth knowledge of theory and application of numerical methods or techniques from the Numerical Analysis certification by NPTEL. The students will gain hands-on training with the support of leading industrial experts. They will also gain a deep understanding of the predictor-corrector methods, solution of nonlinear equations and solution of linear systems mathematical preliminaries. 

Also Read: Online Mathematics Courses & Certifications

The Stochastic Processes - 1 certification course is a 12-week programme. The course focuses on stochastic processes and concepts required for the students to perform experiments and research. The certification course covers a comprehensive curriculum that includes a Probability theory refresher, an introduction to the stochastic process, and problems in random variables and distributions. 

The prerequisite for this certification course is that students must have a basic course on Probability. The Stochastic Processes - 1 certification by NPTEL provides in-depth knowledge of the classification and properties of stochastic processes. With a robust curriculum and the support of industry professionals, the students can apply these concepts and processes in real-world projects. 

Also Read: Online Mathematics Courses & Certifications

The Introduction to Probability Theory and Stochastic Processes certification course is a 12-week duration programme. The intended audience for this course is undergraduate students of electrical engineering, computer engineering, mechanical engineering, civil engineering and mathematics and computing. The certification course covers a comprehensive curriculum that includes the basics of Probability, random variables, and standard distributions. 

The prerequisite for this certification course is a basic course on Calculus and Linear Algebra. The students gain in-depth knowledge of probability and stochastic processes concepts from Introduction to Probability Theory and Stochastic Processes certification by NPTEL. With the support of the leading industrial experts, the students gain confidence to apply these concepts in real-world scenarios.      

Also Read: Online Economics Courses & Certifications

The duration of the Integral Transforms And Their Applications certification course is 12 weeks. The course provides an introduction to the theory and applications of integral transforms to problems in Linear Differential Equations. The students will also get to learn the new applications in Applied Mathematics, Physics, Chemistry, Biology, and Engineering. 

The students must know Ordinary Differential Equations (ODEs) and if they also know Complex variables will be an added advantage but not a compulsion. The Integral Transforms And Their Applications certification by NPTEL provides a comprehensive curriculum that includes basic concepts of integral transforms, applications of Fourier Transforms to solutions of ODEs. 

Also Read: Online Mathematics Courses & Certifications

The Introduction to Fuzzy Set Theory, Arithmetic and Logic certification course is a 12-week duration programme and is elective. The intended audience for this course is M.Sc Mathematics, and M.Sc Computer Science or senior Undergraduates, and Master's degree students. The course provides an introduction to the areas of Fuzzy set theory and Fuzzy logic.

The certification course covers a comprehensive curriculum that includes Fuzzy sets, Crisp vs Fuzzy Types of Fuzzy sets, alpha cuts, Fuzzy arithmetic interval arithmetic and membership functions. The Introduction to Fuzzy Set Theory, Arithmetic and Logic certification by NPTEL offers strong subject knowledge and helps students by providing weekly assignments with their solutions.    

Also Read: Online Math And Logic Courses & Certifications

Businesses that fail to harness innovation and respond to market changes are less likely to achieve their goals in today's rapidly changing market. As a result, there is a larger demand for specialists who can evaluate the need for transformation and assist in developing and implementing solution strategies. The Business Systems Analysis online course covers how different business system development theories may be used to assess current systems and execute change realistically and successfully.

According to the World Economic Forum report, One of the top 15 talents projected to expand its importance by 2025 is systems analysis and assessment. The Business Systems Analysis Training assists candidates in developing the abilities required to use IT and systems management resources as an analyst, therefore impacting the overall performance and efficiency of the organisation.

A Gartner report states that By 2023, it is expected that 33% of major organizations would have analysts leveraging decision intelligence. The Business Systems Analysis syllabus covers the principles of business information systems, including how to define the requirements of the system and transform them into approved plans and user-friendly alternatives that support a company's strategic goals.

PL-300 - Microsoft Power BI Data Analyst Certification Training is a 10-week online programme. It provides students with expertise in data modeling, data transformations, optimizing queries for better performance, and interactive dashboard creation. PL-300 - Microsoft Power BI Data Analyst Certification Training by Great Learning also equips students with Power BI for data analysis and advanced visual representations.

The online PL-300 - Microsoft Power BI Data Analyst Certification Training is delivered through live virtual classes with Microsoft Certified Trainers. This online certification course comes with an exam preparation guide and hands-on projects. After completing the course, participants will gain a certificate from Microsoft and Great Learning.

Also Read: Online Power BI Certification Courses

Business Intelligence using Power BI online certification is designed by Board Infinity, an online educational platform for job seekers and students that would assist them in setting realistic objectives and achieving their full potential. The Business Intelligence using Power BI online course by Board Infinity focuses on teaching the fundamentals of Microsoft Power BI and discusses the principles and strategies used to graphically analyze data.

Business Intelligence using Power BI online classes is a 1 week course, which seek to explore a variety of Power BI functionalities such as Power BI visuals and Power Query for various business intelligence operations. This course also covers data visualization, data modeling, data analysis, and data analysis expressions (DAX), among other data science topics. By the end of this course, learners will have learned the fundamentals of dashboards and will be able to design several dashboards.

Soft skills are an important and indispensable part of the life of any professional. They are career deciding steps that can land the learner to desirable opportunities. These are the foundational requirements for any job process and they are tested at the time of the interview, and hence the Career Enhancement Programme certification course is designed by TCS iON. This course will impart the learner with soft skills and personality development skills. The course is a consolidated course having nine individual courses. The duration of the course is 9 weeks and the learner must commit to at least 18 hours to complete the course on time. 

Career Enhancement Programme training course is for the learners that lack the soft skills and communication skills to present themselves. The world is globalising itself day by day and besides academic knowledge, one must have the ability to present ideas confidently. The companies require smart skilled workers who not only just have the technical knowledge of the work but also have the ability to present the company. The course is available on the portal and shall provide the Career Enhancement Programme certification by TCS iON for each consolidated course. 

The Salesforce Platform Developer 1 certification course is offered by saasguru. This hybrid training course is a 9 weeks program which can be completed with efforts of just 8 hours in a week by the participants. This certification programme taught by industry leaders is ideal for admins, developers, and technical consultants. This course offers a dedicated mentor directly from the industry so that they are able to teach the programme and guide them till they get placed.

The Salesforce Platform Developer 1 training is for a duration 72 hours during which the candidates get mentoring sessions, live online sessions, and a chance to be a part of the Slack community to get their course issues addressed. The faculty of this programme are not theoretical trainers but are salesforce professionals who are accomplished. saasguru has a built-in learning platform where the students can collaborate deeply 24 x 7 with the salesforce gurus.

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The course Business Analytics For Strategic Decisions by Emeritus focuses on mentoring the candidates to develop an understanding of business analytics and help professionals in analysing the organisational data for making elaborative choices. The course will work on developing the candidate’s skills in analysing strategic data for an advanced and competitive advantage in the business sector.

This course will elaborate on the fundamental techniques of building and applying functional business analysis strategies which are the key component of finding and amending errors in matters related to analytics. The course will train the candidates in developing an analytical mindset while assisting them in enhancing their data evaluation methods.

Candidates will gain insights on AI that is artificial intelligence techniques and functioning along with learning the tactics of handling large application data. The course will emphasise delivering important knowledge of business analytics like privacy and security of data sets through protective models used in business forecasting for predicting causal analytics.

Certificate Programme in AWS Foundation and Architecture aims to train and certify on a widely used Cloud platform called Amazon Web Service (AWS). This is the only programme in the industry to offer lab experience for every task performed by AWS. Cloud Computing gives a lot of opportunities to both freshers and professionals who are already working in the industry.

While pursuing a Certificate Programme in AWS Foundation and Architecture course online, aspirants will get a chance to attend 12+ hours of live webinars for concept explanation and implementation through lab practice and assignments. There will be 2 mini projects on the AWS platform. Aspirants can earn an AWS badge on the Cloud Literacy programme for going through rigorous training on AWS official courseware. 30+ hands-on exercises will be there to perform important tasks on cloud platforms to get a real-time experience of working in a cloud environment. 

Aspirants will get access to AWS to educate the job portal. There will be credits of USD 75 on AWS education to perform hands-on public cloud environments. To do projects and assignments, the ‘Classroom’ platform feature from AWS education will be available. In the form of meetups and webinars aspirants will get industry interactions. Aspirants will get a key understanding of private cloud and public cloud platforms.

There is almost nothing in a company today that is not affected by data analytics, regardless of industry. The 8 weeks Business Analytics for Leaders online course provided by IMD offers candidates with a strategic, high-level grasp of digital analytics and big data analytics. Candidates will also receive a quick introduction to the use of Machine Learning and Artificial Intelligence in business, which may be applied to their situation.

Business Analytics for Leaders course provides a high-level grasp of how to apply business analytics strategically. The course offers a uniquely practical approach, with tips, tools, and inputs that can be applied right away in the day-to-day job. IMD offers a high-quality learning environment.

The Business Analytics for Leaders online syllabus helps to understand how to apply business analytics to gain a competitive advantage. Candidates will be able to identify the various degrees of analytics development and know where their business sits in a competitive and dynamic market. By the end of the course, candidates will be awarded a Business Analytics for Leaders online training certificate from IMD.

Companies are attempting to harness innovative technologies in order to maximize productivity, grow into new marketplaces, and compete for a worldwide digitally informed customer base as the Fourth Industrial Revolution proceeds. Organizations are trying to use the flood of data statistics for better decision-making due to the inevitable need to be at the forefront of technology and competition. The Business Analytics online course is a University of Cape Town offering eight weeks program.

There is a growing demand for people who can comprehend and use data analytics since there is a scarcity of experienced people to clean, integrate, and extract useful information from big data. The Business Analytics Training enhances business intelligence skills by using statistical approaches to data sets in order to extract valuable insights and exercise informed decision-making.

The Business Analytics Syllabus explores storytelling, data visualisation and teaches about Structured Query Language(SQL). The course introduces various market-leading analytics and business intelligence software and teaches how to use them for making informed business decisions.

The Business Analytics & Text Mining Modeling Using Python online course is an 8 weeks program offered by Swayam, a government of India initiative. The goal of this course is to teach students how to utilize text mining techniques to extract data analytics in order to meet corporate goals. With easy-to-follow learning modules, the course explains how to develop, analyze, and compare various models based on actual datasets and scenarios using a Python-based software platform.

The Business Analytics & Text Mining Modeling Using Python training includes industry support from Consultancy and Analytics companies, Big Data companies, Companies with Analytics Division. The course is totally free but if candidates want to receive a certificate, they will have to appear in an examination which costs Rs. 1000. The Business Analytics & Text Mining Modeling Using Python syllabus covers a wide range of topics which includes text mining, data visualization, python, data mining, data science, excel, etc.

The Business Analytics for Decision-making online course is developed for the students to gain a detailed understanding of the statistical skills and analytical knowledge required for business management and development. The online program is provided by the Indian Institute of Management Kozhikode in association with the Eruditus Executive Education. The course is conducted for Eight weeks and the students are expected to spend four to five hours every week to complete the course. 

The course study is directed by Prof Anirban Ghatak of the department of economics at IIM Kozhikode and Prof Soumya Ray of the quantitive methods and operations management at IIM. The students are engaged with discussions and concepts of analytics and business strategies for data-driven decision-making. The eligible students of the ‘Business Analytics for Decision-making’ online training program are given the course certificate after completion of the course. 

The economic philosophy of the state is evolving, and over the past few decades, businesses have witnessed immense liberalisation, globalisation, and privatisation. With these changes, ethical business plays a significant role in facilitating proactive economic developments. 

Taking the Business Ethics course will familiarise students with the meaning, nature, importance, types, and best practices associated with business ethics. The eight-week programme offers an all-encompassing curriculum including topics like corporate social responsibility, social audit, marketing ethics, ethical value system, and more. 

Apart from the extensive knowledge about Indian values and ethics, the Business Ethics training programme also explains in detail the Gandhian philosophy of ethical behaviour. For a practical understanding of the ethical concepts, students can access global and local case studies about the same.

The Business Ethics online programme is free of cost, and students must only pay the exam fee if they want certification. After finishing the course, learners will master the modern-day business ethics and best practices for ethical businesses. Archana Vechalekar, who is a certified EQ educator, will be your training instructor.

Quantitative Techniques for Management Certification course by Swayam is ideally a programme best suited for candidates who are interested in excelling in the subject of Business economy at CBCS programme. This course is offered at an undergraduate level and hence imparts a series of practical and theoretical knowledge to candidates. Moreover, the curriculum has been developed under the guidance of experts and hence covers all the latest subjects that must be necessary for candidates to be aware of.

The Quantitative Techniques for Management Certification programme covers different elements that come under quantitative techniques and are useful in the field of management such as Network analysis, game theory, dynamic programming, transportation problems, linear programming, simulation techniques and integer programming.

The course curriculum will majorly deal and educate the candidates about the different methodologies of Operations Research. This free learning programme will require a time duration of 8 weeks to be completed and delivered. Lastly, by pursuing this programme, candidates will be able to carve a path towards professional success.