List of Online Courses and Certifications

The Certified Natural Language Processing Expert Course certification course is provided by the platform of DataMites and is accredited to the International Association of Business Analytics Certification. The main objective of the course is to educate candidates on NLP. Candidates can access the course in the online mode, offline mode, as well as in blended mode as per their requirements. 

The Certified Natural Language Processing Expert Course certification syllabus requires 3 months of time to be completed by the students. Candidates will get access to the study material of the course that includes case studies and projects too. Students can take up the programme without any work experience. 

Students become eligible to get placement services and get step by step mentorship through the platform. Students also get a chance to acquire a certificate at the end of the Certified Natural Language Processing Expert Course online course by qualifying for the required exam.

The Programming for Data Science with R programme will help you master the relevant technology skills demanded by Data Science. The mentors and coaches are here to nurture you to augment your knowledge and understanding of the subject.

Interestingly, the course has been designed in collaboration with Mode, in keeping with the industry demands regarding Data Science. Over the course of 3 months, you will be entrusted with project work based on real-life scenarios and simulations. This is to ensure that you are adept at applying what you learn from the Programming for Data Science with R training module.

Incidentally, you need only know basic computer skills and be proficient in the English language to apply for this course. Additionally, you can subscribe to the R programming module according to your convenience.

Furthermore, you will also get opportunities to expand your network using the peer community, LinkedIn support and GitHub review available.  

Tableau is a popular analytics tool that creates stunning visualisations with complicated data with minimum effort. It is commonly used for statistical analysis, business intelligence, and prediction as it incorporates simple data source management as well as data linking from various sources. Tableau Expert Training by DataMites is an expert-level learning programme that will run for three months. 

During the Tableau Expert online course, you will learn about crucial concepts such as creating advanced visualisations, managing multiple data sources, creating interactive dashboards, Tableau presentation,s and much more. DataMites offers you three different learning formats that cover the comprehensive syllabus over different learning mediums. You can choose the method that suits you and learn from expert trainers. 

Lastly, the Tableau Expert programme is approved by IABAC, making it a reputed and globally respected certification. By completing the course on time and qualifying in an exam, you can obtain a certificate to showcase your skill and enhance your qualifications. 

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.

The course is an ideal solution for all individuals who want to establish themselves in the field as professional Data Scientists. The two-month-long online certification course on Data Mining with Python by DataMites provides the students with expert guidance and supervision. The course will provide the students with an expert faculty who will be guiding the students to develop detailed skills in the subject of python and data mining. The students will also be practising multiple case studies to have their skills enhanced.

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.

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.

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.

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.

An intelligent agent must know how to solve real-world problems. The key to intelligence is creating visualizations of the domain of interest and reasoning with these representations. In this Artificial Intelligence: Knowledge Representation and Reasoning certification course, you will explore various associated algorithms for reasoning and representation formalisms. 

The Artificial Intelligence: Knowledge Representation and Reasoning certification by IIT Madras available on Swayam starts with a basic language of propositions. After that, it moves on to first-order logic, and subsequently, to representations for reasoning about change, situations, actions, and other agents in cases where there is a lack of information. This course is a companion to the course “Artificial Intelligence: Search Methods for Problem Solving” that was offered recently and the lectures for which are available online.

Along with the lectures, Artificial Intelligence: Knowledge Representation and Reasoning online course also provides links to supplementary reading materials. After 12 weeks, you will also have a chance to appear for a proctored exam. Passing this exam will get you a course completion certificate, which you can employ to showcase your skills in Artificial Intelligence.

Imparted by IIM Shillong, the Certificate course in Data Science programme has been developed with the objective of training aspiring data scientists and helping them make a career in this field. Now, what is Data Science? Data Science is basically an interdisciplinary field that utilises algorithms, systems, processes, and scientific methods to extract insights and knowledge from unstructured and structured data. The stream of data science is related to big data, machine learning, and data science. 

Why is Data Science one of the most preferred fields? Since, Data is something around which the world is revolving and is an indispensable part of the industry, several aspiring students are planning to make a career as Data Scientist. Crafted with utmost finesse and expertise by the industry experts, this online certificate course in Data Science from IIM Shillong has ensured that the vast course is easily covered within a span of 3 months. While undergoing this 140+ hours of intensive learning, the candidates gain exposure to handle toolboxes that data scientists need today. 

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.

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.

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. 

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.

Also Read: Online Python Certification Courses

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 Generative AI for Natural Language Processing certification course is designed to provide participants with comprehensive knowledge in utilising generative artificial intelligence (AI) techniques for natural language processing (NLP) tasks. The course is curated to empower learners to leverage advanced AI models to generate human-like text and create innovative solutions for various NLP challenges.

The Generative AI for Natural Language Processing training course by  Great Learning delves into a wide array of topics essential for understanding and implementing generative AI in NLP applications. Students will gain a deep understanding of the underlying principles of NLP systems and many more.

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.