1936 Courses and Certifications

Swayam Courses & Certifications 2025

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Deep learning

Over the past few years, Deep Learning has received a lot of attention due to its wide-ranging applications in data analytics, natural language processing, and computer vision. Many professionals who are well versed in deep learning technologies have been employed by leading companies like Google, IBM, Facebook, Microsoft, and Twitter. In this Deep learning – IIT Ropar online training, you will get familiar with the building blocks of deep learning algorithms and solutions.

The Deep Learning – IIT Ropar course syllabus places a particular emphasis on neural network topics like attention mechanisms, convolutional neural networks, feed-forward neural networks, and recurrent neural networks. Various deep learning optimisation algorithms such as Nesterov Accelerated Gradient Descent, Gradient descent, Adam, AdaGrad, and RMSProp are also covered. Learning these algorithms and methods will help effectively train deep neural networks.

After completing all the lectures and assignments of the Deep Learning – IIT Ropar programme, you’ll have a robust grasp of deep learning architectures, which you can employ to carry out various computer vision and Natural Language Processing tasks. You can also test your understanding by applying for the final proctored exam. Passing this test will also grant you a certificate by Swayam, which can be used to display your skills and get lucrative jobs.

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12 Weeks
Free
Skills Covered:
Knowledge of deep learning
Deep Learning - 1

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Certificate

Deep Learning

The availability of massive amounts of image and video data on the internet has made data interpretation and analysis a challenging affair. However, deep learning has proved to be an excellent solution to such a mammoth task. Moreover, deep learning is not only applicable to data analysis but also computer vision and natural language processing tasks. This Deep Learning - IITKGP course will help you get familiar with the concept and its applications.

The Deep Learning - IITKGP course syllabus starts with traditional machine learning methods like multilayer perceptron and Bayesian classification. Towards the end, the course will discuss modern deep learning approaches like autoencoders and convolutional neural networks. After completion, you will have the knowledge and confidence to take on challenging, real-world problems related to data analysis and automation.

By opting for the Deep Learning - IITKGP certification course, you also get industry support from Adobe, TCS, Google, and DRDO. Moreover, the course’s scheduled nature also provides you with enough motivation to study the modules and complete the course. After every module, you can find challenging assignments, which help you gauge your understanding.

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12 Weeks
Free
Skills Covered:
Knowledge of deep learning
Six Sigma

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Certificate

Six Sigma

The Six Sigma online course focuses on the operational and strategic issues observed in process development. Students will understand Six-sigma as a measure of quality that enables them to achieve perfection through disciplined and data-driven approaches in eliminating defects. The process proves beneficial in almost all the procedures involved in transactional, manufacturing, and services. 

Spread over twelve weeks, the Six Sigma training throws light on the systematic approach of Define, Measure, Analyse, Improve, and Control (DMAIC) for improving processes. This online course will provide students with a detailed understanding of different issues concerning each phase of DMAIC. This training also includes real-time industry examples, cases, and MINITAB software applications to offer learners practical knowledge. 

IIT Kharagpur has specifically designed the Six Sigma certification syllabus to align with the current industry standards. Thus, the course can equally satisfy both university students' and industry-experienced professionals’ needs. Students can also obtain accreditation for this AICTE approved FDP curriculum, built for postgraduate/undergraduate learners.

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12 Weeks
Free
Skills Covered:
Project management
A Basic Course in Number Theory

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Certificate

A Basic Course in Number Theory

12 Weeks
Free
Accelerator Physics

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Certificate

Accelerator Physics

12 Weeks
Advanced Transition Metal Chemistry

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Advanced Transition Metal Chemistry

12 Weeks
Free
Dynamics of Structures

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Certificate

Dynamics of Structures

12 Weeks
Bandit Algorithm Online Machine Learning

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Certificate

Bandit Algorithm (Online Machine Learning)

12 Weeks
Free
Environmental Geomechanics

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Environmental Geomechanics

12 Weeks
Free
Classics in Total Synthesis I

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Certificate

Classics In Total Synthesis-I

12 Weeks
Design of Mechatronic Systems

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Design of Mechatronic Systems

12 Weeks
Free
Galois Theory

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Certificate

Galois Theory

12 Weeks
Nmr Spectroscopy for Structural Biology

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NMR Spectroscopy for Structural Biology

12 Weeks
Free
Nonlinear Adaptive Control

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Nonlinear Adaptive Control

12 Weeks
Free
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Introduction to Aircraft Design

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Introduction To Proteogenomics

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Certificate

Introduction To Proteogenomics

12 Weeks
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Learning Analytics Tools

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Certificate

Learning Analytics Tools

12 Weeks
Free
NMR Spectroscopy for Chemists and Biologists

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Quantum Chemistry of Atoms and Molecules

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Stochastic Control and Communication

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Certificate

Stochastic Control and Communication

12 Weeks
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Human Factors Engineering

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Certificate

Human Factors Engineering

The Human Factors Engineering certification course is a deep dive into the fundamental concepts and critical issues of ergonomics. Aimed at students in disciplines like Industrial Engineering and Management, the 12-week program covers topics ranging from anthropometric principles to the design of manual material handling tools. 

With a focus on worksystem performance and product design improvement, the Human Factors Engineering certification by Swayam  provides a comprehensive understanding of the tools and techniques used in human engineering. Industry support from organisations like Tata Steel and L&T further enhances the course's practical relevance.

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12 Weeks
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Human Resource Development

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Human Resource Development

The Human Resource Development certification course, tailored for MBA and MBA(HR) students, focuses on moulding adept HRD practitioners and managers. Emphasising the crucial role of HRD in organisational success, it covers the spectrum from identifying learning needs to designing and implementing impactful interventions.

The Human Resource Development certification by Swayam covers topics such as coaching, mentoring, competency mapping, career planning, and ethical considerations, offering a holistic understanding of HRD's significance in creating learning organisations. Industry-wide applicability makes it an invaluable asset for all companies seeking to enhance their HR practices.

Also Read: Online Human Resource Management Certification Courses

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12 Weeks
Free
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Integrated Waste Management for a Smart City

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Certificate

Integrated Waste Management for a Smart City

The Integrated Waste Management for a Smart City certification course explores critical aspects of waste handling within the context of Smart Cities. Covering Municipal Solid Waste, Construction and Demolition Waste, and Electronic Waste Management, it addresses waste generation, recycling, and environmental impact. 

The Integrated Waste Management for a Smart City certification by Swayam links waste management challenges to key Indian government initiatives, making it relevant for professionals, regulators, and policymakers. Industry support from Larsen and Toubro, Tata Group, Ramky Group, and IF&LS Environment enhances its practical application and industry relevance.

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12 Weeks

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