List of Online Courses and Certifications

Tableau is a popular data visualisation and analytics tool that can create insightful and stunning visualisations with complex data. It incorporates sophisticated and straightforward data source management along with data linking from various sources. Tableau Associate Training by DataMites is a 3-month programme that includes case studies and real-world projects. It has been accredited by IABAC and carried worldwide recognition, which can help you get various opportunities. 

Interestingly, the Tableau Associate Training online course has been designed as per the requirements of the current job market and will help you get an entry-level Tableau job with ease. The training covers crucial topics like Tableau installation and configuration, managing data sources, filtering, sorting, visual analytics and more. 

You can choose from three flexible learning options to enrol in the Tableau Associate Training programme. The course curriculum has been designed by experts in the field and is improved continually. The IABAC approved certificate will help you immensely in your career.

Spreadsheet models are excel-based frameworks that describe and break down processes to help with management and understanding. They are typically workbooks or file systems that enable the application of scientific techniques and domain expertise to put real-life data into perspective. Spreadsheet Modelling online certification is created by Jain University and is offered by Online Jain for individuals who want to learn the fundamentals of frequently used statistical tools in processing quantitative data and making quantitative business decisions.

Spreadsheet Modelling online classes introduce individuals to Microsoft Excel, which can store data, visualize and analyze it, and then help them automate it. Individuals enrolled in the Spreadsheet Modelling online course will learn about topics such as database operations, database manipulation, investment analysis, sensitivity analysis, spreadsheet design, spreadsheet models, auditing, charts, and dashboards, as well as techniques associated with spreadsheet modeling for accounting, statistics, management science, and economics.

Artificial Intelligence (AI) is the medium, through which, algorithms are built to make computers think and act like us, the humans. Vast data is generated by us daily, which has led to even more aggressive data management and data analysis. AI makes use of this analysed data to enable the computers to make complex decisions based on the data. AI has boosted the technological advancements, and developers are deeply involved in making the machines more humanlike. 

Today, we witness the use of AI in many everyday scenarios involving financial services, retail purchases, fraud detection and customer support as well as interaction. AI has far more potential to grow as the future of complex decision making. For businesses, AI has proved to a boon by managing global supply chains, deriving marketing decisions, conducting predictive analysis, optimising operations and improving customer service. AI has assisted companies, irrelevant of their size and scale, to design, produce and deliver their products and services more efficiently than ever. This has led to rising in demand of AI practitioners.

Through the AI Programming with Python online course, Udacity aims to impart skills and knowledge on AI programming tools to prepare a cadre of AI-skilled personnel to meet the demand of their potential employers. This programme will cover 5 courses and 2 real-world projects, which is estimated to be of 3-month duration by working for 10 hours/week. Participants will be provided with mentor support, personalised feedback on projects and career guidance during the course of the programme.

INSAID provides world-class training and education, irrespective of your background. It offers a unique ‘Concept to Context’ approach so that you get knowledge of real-world practices along with useful experience. The Certificate in Data Science Foundation course is provided by INSAID and is an industry-relevant course in Data Science and Machine Learning. 

In the online Certificate in Data Science Foundation course, candidates will be taught the basics of Data Science and Statistics to brush up their skills. Further, they will be introduced to common Machine Learning algorithms and how to apply them to solve real-world problems. INSAID’s world-class learning and career centres provide unparalleled services like access to CATAPULT’s Data Career Labs and Interview Prep Toolkit. 

The candidates enrolled in the Certificate in Data Science Foundation classes programme can also become domain specialists by selecting their domain specialisation in retail, telecom, e-commerce, etc. The course is divided into three terms, with the duration being one month per term. After this, students will undertake a month-long project in which they will implement the course learning. 

The Data Science Associate course is developed for those looking to enter the promising fields of data science, machine learning, or artificial intelligence. It explores essential topics like predictive modelling, machine learning, and programming languages like Python and R.

The Data Science Associate course syllabus includes topics like SQL, Machine Learning, Statistics, Big Data, Deep Learning, Neural Networks, Python, R. It also explores the evolution of data science and how it is different from business analytics and big data. 

Moreover, the training programme features some highly valuable case studies and real-world projects. Upon completing the Data Science Associate online training, you also receive an IABAC certification. Since this document is globally recognised, attaching it to your CV/Resume will open a ton of opportunities for you worldwide. 

You also get to choose between three learning approaches – live virtual, blended learning, and classroom -, thereby allowing you to navigate the course per your preferred learning style.

Today, the sales and marketing domain involves extensive data use for making intelligent business decisions. The Certified Data Scientist-Marketing Course by DataMites is a specialisation programme with in-depth use cases. With this curriculum’s learnings, you will explore the applications of Data Science in marketing and sales.

The Certified Data Scientist-Marketing Course syllabus includes case studies, videos, real-world projects, cheatsheets, datasets and more study materials for in-depth understanding. Furthermore, you will be trained by industry expert instructors, including elite faculty from prestigious institutes. You can also get a global certification by the IABAC (International Association of Business Analytics Certification).

The Certified Data Scientist-Marketing Course training is designed to provide you with complete project execution knowledge. You can join the programme through three distinct modes of learning – blended, classroom and live virtual training. The curriculum is based on the latest industry requirements so you can leap forward in a fulfilling Data Science career.

Data science has undoubtedly become crucial in every industry today. Organisations of all sizes have started implementing data science techniques for better business and customer satisfaction. Another domain that now utilises data science to increase productivity is human resources. The Certified Data Scientist HR Course will help you know how HR functions can benefit from data science. 

Furthermore, DataMites’s Certified Data Scientist HR online programme has been accredited by IABAC and holds global recognition. This programme includes highly valuable case studies and real-world projects that will help you understand the application of data science tools in the Human Resource domain.  The course curriculum has been curated by specialists and industry practitioners in tune with the industry’s requirements and is highly relevant. 

Lastly, the Certified Data Scientist HR training by DataMites is a professional programme designed as per the job requirement in the market. You can earn a certificate accredited by IABAC after completing this programme. 

The Executive Development Programme in Foundations of Data Science – A Journey into the Black Box online course guides learners about the fundamental principles of data science. The course will guide the students to analyze data and peep into the black box without much experience. The certificate course has three modules by IIM Kashipur. Through the course, students can easily work with common statistical data and techniques and also analyze data with the help of different software and language. 

Executive Development Programme in Foundations of Data Science – A Journey into the Black Box certification syllabus includes three modules, the classes will be provided through the online mode. The objective of the course is to discuss the question of why and how methodologies work or do not work on data. This is done by giving the participants knowledge about the inside of black boxes. The learners who shall pass the exam and have good attendance throughout the course duration will be awarded The Executive Development Programme in Foundations of Data Science – A Journey into the Black Box certification by IIM Kashipur. 

The process or technique of optimization is used to identify the most effective solution. Following the requirement, it may have a minimum or maximum value. Statistical and Optimization Techniques for Data Science online certification is created by Jain University and delivered by Online Jain for individuals who are looking for an extended training program that could assist them in mastering the knowledge of the methodologies associated with optimization techniques and statistical techniques for data science operations.

Statistical and Optimization Techniques for Data Science online classes is a 3-month training program that aims to provide individuals with a thorough understanding of statistical and operations research techniques and their applications in streamlining business procedures and enhancing their capacity for decision-making. With Statistical and Optimization Techniques for Data Science online training, individuals will also learn about linear programming, data visualization, data analytics, prescriptive analysis, variance analysis, chi-square analysis, information systems, assignment models, transportation models, Microsoft Office Suite, and more.

Natural Language Processing (NLP) and Machine Learning (ML), are transforming and re-shaping businesses and job functions worldwide. Most industries are already being disrupted by ML and the automation of business processes. These include Manufacturing, Healthcare, IT, Fintech, and the Service industry. This is why now more than ever, you need courses like the Certificate Program in Machine Learning and Natural Language Processing Using Python by IMT Nagpur.

Take the Machine Learning and Natural Language Processing Using Python certification course to learn the useful tool - NLP. It is a tool for transforming unstructured data, including text, images, and videos, into meaningful information to facilitate decision-making. Application areas of NLP include chatbots, language translation services, and systems for answering questions.

The Machine Learning and Natural Language Processing Using Python online training are three months long with live online classes held every weekend. Learners will receive a schedule for the same in due course. The course curriculum houses real-world case studies and examples for a deeper understanding of the concepts.

The Algorithm programme offered by Princeton University has two parts, Part I and Part II. The programme covers critical knowledge about ‘algorithms and data structures while emphasizing on scientific performance analysis and applications of Java implementations. Every serious programmer needs to know this. 

Algorithms, Part I includes elementary algorithms for data structures, sorting, and searching while Part II focuses on algorithms for graph- and string-processing. After the completion of the first part, candidates can enrol for the second part in Coursera.

The Algorithms, Part I programme is a 100 per cent free programme. Enrolment, access to content everything is provided for free. And also there will be no certification after completion of the programme. 

Candidates who are looking for a way to learn algorithms, Java programming, data structures should enrol for this programme. Irrespective of the field, candidates can enrol in the Algorithms, Part I programme if they use computers to solve problems which are large. 

Candidates who are programmers should also enrol for the Algorithms, Part I programme. By completing the programme they will be getting so many advantages in their career. The ones who have already finished the programme are now in better conditions.

Created by the Queen Mary University of London, Data Analytics for Decision Making course is designed to help you learn the principles of data analytics. You will be working through programming exercises in Python to solve basic data analytics problems right beside world-leading experts.

As the world is becoming more data-driven, opportunities for individuals with analytical skills are growing. Employers are looking for such people who can make sense of data by gaining knowledge and insights from the datasets generated around us. To that end, the Data Analytics online course has been created for upcoming data scientists.

From healthcare to transport and shopping, Big Data is increasingly making its way into all businesses. Thus, workers with specialist data skills like data engineers and data scientists are highly in demand. The Data Analytics for Decision Making microcredential course will benefit candidates looking to boost their data science careers and gain data analytics certification.

The Analytics in Python course offered by Columbia University available on the edX platform is a well-structured programme equipped with course content designed by experts to enrich candidates with python programming knowledge. 

Data is an essential part of an organization and proficiency in programming is an important skill for effectively imparting knowledge and information from data. The course will help learners in developing an understanding of various topics like web scraping, web crawling, database basics, relational databases, data interchange formats of JSON and XML and text mining. Through the course, learners will gain knowledge to analyze and visualize data and will be introduced with the basics of SQL that they can apply in the programming area. 

The rapidly increasing demand for python as a programming language makes this course a one-time investment for professionals working in this field. The professionals can share the verified certificate provided towards the end of the programme in their LinkedIn profile for their professional benefits.

The Data Science and Machine Learning: Making Data-Driven Decisions by Great Learning is a 12-week planned programme with course content provided by MIT Faculty and mentorship from industry experts. The mentorship is personalised and done in a practical, hands-on manner. The Data Science and Machine Learning: Making Data-Driven Decisions certification syllabus has been crafted by 11 faculty members of MIT to teach skills required to use the techniques in Data Science for making data-driven based decisions. The candidates will be awarded the certificate of completion with a focus on languages and tools such as Keras, Python, NumPy, TensorFlow, and Matplotlib, etc. 

Discrete Mathematics is known as the language of computer science. Learning discrete mathematics is going to be useful in many fields like data science, software engineering and machine learning. 

In this course, students will be solving math puzzles with proofs and their explanations to understand the concept of Discrete Mathematics thoroughly. The concepts of discrete mathematics today are used in various ways to understand different scenarios and the problems in all branches of computer science, such as programming languages, automated theorem proving, software development, computer algorithms and cryptography.

Swayam Discrete Mathematics Course is designed in a way to make sure students learn the concept of discrete mathematics in a fun way so they can understand its applications easily. 

Students don't need to have any prerequisites for this course, just a basic understanding of high school level algebra and arithmetic is required.

Students will be guided by Data Science Bootcamp certification course experts through the fundamental knowledge and practical skills necessary to start a successful career in data science. Learners will study data science's foundational theory and applications in the Data Science Bootcamp training.

This course is offered by the Code Labs Academy which will provide deep learning in data analytics, machine learning, and data science to the participants. The boot camp focuses on providing students with hands-on experience with real-world datasets and industry-relevant projects, teaching participants how to extract insights, build predictive models, and make data-driven decisions.

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Learn the basic principles of Python, practice using it, and find out what it can do for the learners. To put students on the right track for further study in the areas of Python, Data Science, or other branches of programming, the professors will coach them through the fundamental knowledge and practical skills that form the basis of their education through the Python Mini Bootcamp certification course. 

This intense course teaches learners the essentials of Python, including its key ideas, data structures, control flow, and object-oriented programming. With a smaller initial investment and commitment, this Python Mini Bootcamp certification course by Code Labs Academy has the added benefit of providing participants with a preview of what a full Data Science Bootcamp with us might be like.

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The Introduction To Algorithms And Analysis certification course offers a thorough introduction to mathematical modelling for computational problems. The course covers fundamental algorithms, algorithmic paradigms, and data structures, emphasising the practical relationship between algorithms and programming. 

Geared towards both undergraduate and postgraduate students, the Introduction To Algorithms And Analysis certification by Swayam enjoys industry support, making it pertinent for IT companies and ensuring its alignment with real-world applications. Participants gain a solid foundation in algorithmic problem-solving, equipped with essential performance measures and analysis techniques.

Also Read: Online Algorithms Certification Courses

The Introductory Course In Real Analysis certification is a foundational program crucial for pure and applied Mathematics and Statistics, serving as a cornerstone in science and engineering. Tailored for undergraduate and postgraduate students, the 12-week curriculum strikes a balance between basic concepts and advanced theory, incorporating real-world examples.

The Introductory Course In Real Analysis certification by Swayam offers application-oriented problems to enhance practical understanding. With widespread support from universities, engineering colleges, IITs, and IISER, the course offers a comprehensive overview, ensuring students develop a robust understanding of Real Analysis for diverse applications in their academic and professional pursuits.

The transformative 12-week Next Generation Sequencing Technologies: Data Analysis and Applications certification course explores the groundbreaking impact of NGS technologies on Bioscience, Biotechnology, and Medicine. Participants gain hands-on experience in analyzing genomic and transcriptomic data, focusing on single nucleotide polymorphisms (SNPs), indels, and the complexities of transcriptomic analysis. 

With industry support from genomics companies, the Next Generation Sequencing Technologies: Data Analysis and Applications certification by Swayam caters to students, faculty, and industry professionals, requiring a basic understanding of programming and statistics. Upon completion, participants receive 3 credit points, positioning them for success in the dynamic fields of genomics and computational biology.

Also Read: Online Data Analysis Certification Courses

The Pattern Recognition And Application certification course explores Signal Processing, Probability, and Graph Theory. Covering pattern recognition, including statistical, nonparametric, and neural network techniques, the course explores applications in machine vision and speech recognition. With an emphasis on analytical aspects, it equips students to apply concepts to real-world challenges upon completion.

Open to any interested learners, the Pattern Recognition And Application certification by Swayam covering Electrical, Electronics, and Communications Engineering explores feature extraction, pattern representation, and time-varying pattern recognition. With practical examples from machine vision and speech recognition, it delves into unsupervised classification techniques.

Also Read: Online Artificial Intelligence And Machine Learning Certification Courses

The Statistical Learning For Reliability Analysis certification course is a comprehensive exploration of techniques aimed at deriving meaningful insights from data. Covering topics such as machine learning, hypothesis testing, and variance analysis, it caters to students from diverse backgrounds like Computer Science, Engineering, and more.

The Statistical Learning For Reliability Analysis certification by Swayam provides a solid foundation in statistical learning methodologies. Students gain valuable skills applicable across academia and industry, meeting the demands of IT companies. Upon completion, learners are well-equipped to tackle real-world data analysis challenges and contribute effectively to data-driven decision-making processes in various sectors.

The Introduction to Algebraic Geometry certification course explores the intricate relationship between Commutative Algebra and Algebraic Geometry, motivating students to delve deeper into both subjects. Through topics such as ring theory, algebraic varieties, and cohomology, students gain insights applicable to fields like algebraic statistics and artificial intelligence.

With the Introduction to Algebraic Geometry certification by Swayam, students develop a holistic understanding of mathematics, preparing them for advanced studies or careers in coding, mathematical modelling, and artificial intelligence. The course encourages students to see the elegance and applicability of these subjects in various industries, making it a valuable asset for students.

The Scientific Computing Using Python certification course delves into essential computational methods vital for Science and Engineering postgraduates. Focused on Python programming, it covers interpolation, integration, differentiation, ODE and PDE solvers, basic linear algebra, and Monte Carlo techniques. With a 12-week duration, it empowers students for diverse applications in various industries.

Tailored for advanced undergraduates and postgraduates in Physics, Mathematics, Mechanical, Aerospace, Computer Science, and Chemical Engineering, the Scientific Computing Using Python certification by Swayam mandates a foundational grasp of calculus, linear algebra, and differential equations. It equips learners with indispensable tools for computational challenges in scientific and engineering domains.

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The SQL & Databases Programme certification course is crafted to equip students with essential skills and knowledge in managing and querying databases using SQL (Structured Query Language). This course offers a deep dive into the fundamental concepts of database management systems, SQL syntax, and practical techniques for manipulating data efficiently.

The program covers the top 10+ Generative AI tools such as ChatGPT, Perplexity.ai, Hugging Face, Llama 2, Microsoft Bing, OpenAI API and Poe.

The SQL & Databases Program training by Great Learning will explore a wide range of topics crucial for mastering SQL and database management. From understanding relational database concepts to designing database schemas, optimising queries, and implementing data security measures, students will develop and delve into the foundation of database administration and SQL programming.

Also Read: Online SQL Courses & Certifications

The Modern Computer Vision certification course delves into classical and deep learning-based approaches to computer vision. Covering fundamental concepts like neurons and gradient descent, it discusses CNNs and traditional techniques such as edge detection and feature extraction. With industry support and expert guidance, students gain valuable skills for real-world applications.

The Modern Computer Vision certification by NPTEL equips students with the knowledge needed to tackle modern vision tasks. Students receive a well-rounded education from deep learning fundamentals to geometric vision techniques like 3D reconstruction. With support from various industry leaders, graduates are prepared for various career opportunities in research and industry.

The Image Signal Processing certification course delves into both basic and advanced concepts in image processing. Participants will explore topics such as image formation, geometric transformations, unitary image transforms, and advanced techniques like image restoration and 3D shape recovery. This course equips learners with valuable skills sought after by leading companies worldwide.

With a focus on real-world applications, including those in Google and Amazon, learners gain practical insights into the field's nuances and challenges. With the Image Signal Processing certification by NPTEL, students develop a solid foundation in digital image processing, preparing them for diverse career opportunities in industries at the forefront of technological innovation.

Data analytics has changed the way organizations and businesses run today. Extracting meaningful information from massive data has become possible, which further helps in decision-making and solving practical problems. Applied Multivariate Statistical Modeling Training offered by Swayam in association with IIT Kharagpur provides a fundamental understanding of data analytics and multivariate data. 

The Applied Multivariate Statistical Modeling certification course by Swayam aims to help students build their confidence in multivariate data interpretation. The online learning program will help students identify real-life problems and describe them to collect relevant data. It is a postgraduate-level course covering the core concepts of statistical modeling of multivariate data. 

The Applied Multivariate Statistical Modeling Certification Syllabus includes various assignments that will help you understand and apply the skills you learn simultaneously. Moreover, the average assignment score, along with the final assessment marks, will help determine whether you will get a digital course certificate or not.

Advanced AI on Microsoft Azure: Ethics and Laws, Research Methods and Machine Learning microcredential is an extensive professional certificate covering a whole skill track to assist you in elevating your Artificial Intelligence career to new heights. 

You will explore advanced data research techniques using Python programming language. Also, this course will guide you through ethics and legal frameworks of AI and machine learning concepts. You will learn the design and implementation of AI solutions on the Azure cloud platform by Microsoft. 

With the help of learnings gained by studying the concepts of Advanced AI on Microsoft Azure: Ethics and Laws, Research Methods and Machine Learning course series, you will explore the development of predictive models for AI utilising advanced Azure machine learning. 

The Advanced AI on Microsoft Azure: Ethics and Laws, Research Methods and Machine Learning microcredential will equip you with the necessary knowledge about how to implement data research methods for lawful and ethical work in Artificial Intelligence and analytics.

The Certified AI Professional course is designed to prepare candidates to solve problems in real-world scenarios with the help of Artificial Intelligence, provided to candidates by the National Institute of Electronics and Information Technology, Calicut. This course explains how to formulate Artificial Intelligence (AI) problems and solve them successfully with the help of raw data collected from various domains.

The Certified AI Professional by NIEIT Calicut describes how basic data analysis is done alongside machine learning development methods taught to the candidates with the unstructured & structured data. This course teaches how to make correct predictions and improve AI decision-making skills with the inclusion of images, videos, and texts using natural language processing and deep learning.

This program covers linux basics, data visualization, probability, and statistical methods, all of which enhance the candidate’s AI processes. The Certified AI Professional course also deals with reinforcement study methods, artificial neural networks, and applications of the same in Artificial Intelligence.