Page 41 - Best Online IT Software Courses & Certifications 2025

Offered by

FSM Delhi

Certificate

Online Hands-on Machine Learning and Artificial Intelligence Program

The Online Hands-on Machine Learning and Artificial Intelligence Program is a no-coding, no-programming course. But it is still totally lab-oriented, practical, and interactive. It aims to study analytics techniques using Machine Learning and enable students to employ it in their research, teaching, or other industrial contexts.

KNIME and H2O are the two tools you will learn to use with the Hands-on Machine Learning and Artificial Intelligence programme. The instructor will explain each step in a particular project/assignment and create a workflow for it on KNIME. You will then go through the steps and try to solve them yourself on your laptop. Whenever you have a doubt or question, you can ask the instructor in real-time. The results will become available to both you, and the instructor immediately afterward.

The Hands-on Machine Learning and Artificial Intelligence training sessions will go live between 2 PM and 5 PM on weekends. There will be six hours of training each week for five weeks, a total of 30 hours. Esteemed faculty from the Indian Institute of Technology (IITs) from across the country teach students the course.

5 Weeks

₹ 12,000

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Skills Covered:

Machine learning Knowledge of Artificial Intelligence

Offered by

Novosibirsk State University, Novosibirsk via Coursera

Certificate

Cryptography: Boolean functions and related problems

The Cryptography: Boolean functions and related problems online course is offered by the Novosibirsk State University in the online educational platform Coursera. The course instruction of this online programme is for five hours and is scheduled for five weeks. It is led by the course educators, Kutensko Aleksandr(Researcher), Anastasiya Gorodilova(Senior Lecturer), Natalia Tokareva(Associate Professor), Stjepan Picek(Assistant Professor), George Pintus(Researcher).

The Online training helps the learners gain advanced knowledge about cryptography and the algorithm skills associated with it. It provides the opportunity to understand the boolean functions of cryptography. The expert guidance from the educators and feedback from the peers during discussions will enable the students to gain an enhanced skill set of Cryptography. This advanced-level course provides the benefit of earning a course certificate that can be shared for a reference to your knowledge of cryptography. The videos, readings, and practice exercises in the course training help the students get a wholesome learning experience.

5 Weeks

Expert

₹ Free

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Skills Covered:

Knowledge of Cryptography Knowledge of Cyber Security Knowledge of Algorithms Mathematical skill

Offered by

Harvard University, Cambridge via Edx

Certificate

Deploying TinyML

The Deploying TinyML Certification Course is an open online course that introduces students to the steps involved in implementing TinyML applications. The course will help students understand the workings of the software along with the right codes required to deploy their tiny microcontroller-based device. It is a specialized course and a mix of computer science and electrical engineering.

The Deploying TinyML Training Course is an intermediate-level course that requires learners to have basic knowledge of the Applications of TinyML and Basic Programming in C/C++. The course taught in a self-paced manner will be beneficial for students who wish to earn a professional certificate in Tiny Machine Learning.

The Deploying TinyML Online Course is taught over 5 weeks with the aid of online course materials. The course is instructed by Vijay Janapa Reddi, Professor at Harvard University and Pete Warden, Technical Lead at Google. After the completion of the online assessment process, students will get access to a certificate in the paid verified mode. In the free audit mode, they can get a limited duration of access to the self-paced course.

5 Weeks

Intermediate

₹ Free

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Skills Covered:

Knowledge of deep learning Data science knowledge Machine learning Knowledge of Artificial Intelligence

Offered by

IsraelX , Technion - Israel Institute of Technology via Edx

Certificate

Sparse Representations in Signal and Image Processing Fundamentals

5 Weeks

Expert

₹ Free

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Offered by

IsraelX , Technion - Israel Institute of Technology via Edx

Certificate

Sparse Representations in Image Processing From Theory to Practice

5 Weeks

Expert

₹ Free

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Offered by

University of Houston, Houston via Coursera

Certificate

Powerful Tools for Teaching and Learning: Digital Storytelling

5 Weeks

Beginner

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Offered by

UM–Ann Arbor via Edx

Certificate

Using JavaScript, JQuery, and JSON in Django

5 Weeks

Intermediate

₹ Free

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Offered by

Johns Hopkins via Coursera

Certificate

Single Page Web Applications with AngularJS

Single Page Web Applications With the AngularJS certification course is designed for the participants who are interested in gaining skills in AngularJS. Through this course, the participants would learn about the fundamental structure of AngularJS 1. x, the components of AngularJS 1. x, and techniques of code organization. The course will train the participants in enhancing the capability of the web application by making use of dependency injection to regenerate existing services.

The Single Page Web Applications With AngularJS certification by Coursera in collaboration with Johns Hopkins University provides hands-on experience through learning modules that would teach the participants about unit testing and web development. The participants to learn about the utilization of Angular filters in controlling data. AngularJS is considered to be a profitable skill to acquire. The candidates will master a series of skills namely, Web Development, JavaScript, Unit Testing, Angular JS, and many others while pursuing this Single Page Web Applications With AngularJS certification.

5 Weeks

Intermediate

₹ Free

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Skills Covered:

Java

Offered by

Edureka

Certificate

Web Developer Certification Training Course

Through the Web Developer Certification Training Course, Edureka provides an in-depth understanding of the foundational languages essential to becoming a Web Developer. This programme will help you build your basics to understand and design HTML elements using CSS. Deploying the websites on Amazon Simple Storage Service using novel features such as HTML5 and CSS3 will help you gain industry-level expertise.

Furthermore, completing the Web Developer Certification Training Course by Edureka will make you more conversant with essential components of Twitter Bootstrap 3; such as Accordion, Carousel, Fixed Navigation Bar, Forms, Jumbotron, Modals, ScrollSpy, Thumbnails, and Bootstrap tour. The Web Developer Certification Training Course aims to help you build a wealth of projects in Web Development including AJAX Application, Drink mate web application, Canvas Clock, E-Commerce website menu, URL shortener, and Edureka Bootstrap Tour. You will learn javascript as well.

Besides, you have the option to study at your own pace; while course-end projects and practical assignments will build your technical understanding. The course also offers support in making your CV so that you attract prospective employers. A certificate will be issued after you complete the Web Developer Certification Training Course.

5.5 Weeks

₹ 19,995

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Skills Covered:

Knowledge of CSS Web application development skills

Offered by

World Wide Web Consortium via Edx

Certificate

CSS Basics

The CSS Basics certification by edX has been meticulously curated to help the candidates develop the ability to completely redesign & transform their webpages using various features of CSS. The level of the course content in CSS Basics certification gradually paces, right from the scratch so that candidates can spend maximum time with the very basics of CSS, which can help them in building an indestructible foundation for themselves in the web development area. The CSS Basics certification course thoroughly talks about Cascade Style Sheeting, its superficial impact on the websites, their every visual aspect such as colours, fonts, themes, compatibility & overall look of the page.

The course being created by the World Wide Web Consortium itself, ensures the content about the CSS Basics certification by edX course is always updated to the current web trends and standards. CSS Basics certification course has been carefully designed keeping in mind all the web development guidelines, to ensure the delivery of the most useful content to the course takers. The candidates get 2 tracks to choose from, the verified mode which offers unlimited access, and the audit mode which offers limited access to the course materials.

5 Weeks

Beginner

₹ Free

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Skills Covered:

Knowledge of CSS Web application development skills

Offered by

NYU via Edx

Certificate

Introduction to Database Queries

5 Weeks

Beginner

₹ Free

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Offered by

NYU via Edx

Certificate

Advanced Database Queries

5 Weeks

Intermediate

₹ Free

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Offered by

Edureka

Certificate

Talend Certification Training For Big Data Integration

The Talend Certification Training For Big Data Integration programme is specifically tailored to help you master the various components, products, and tools of Talend to tackle the real-time Big Data problems and challenges. The course has an instructor-led training model that allows you to interact with the instructor for better and enhanced learning results.

The Edureka Talend Certification Training For Big Data Integration course will equip you with all important concepts and skills that will help you gain expertise in the use of Talend for data integration. You will learn to perform the integration of Talend with various frameworks such as Apache Kafka, Hadoop, Hive, and Pig.

Besides, since the Talend Certification Training For Big Data Integration course is in-line with Edureka’s teaching style, you will be trained with the help of online and live sessions, interactive presentations, PDFs, assignments, and real-life case studies. As a result, you gain hands-on training in the field. Also, you will be working on an industry-based project to reinforce the learning.

5 Weeks

₹ 17,795

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Skills Covered:

Knowledge of Big Data Knowledge of Kafka

Offered by

Edureka

Certificate

MongoDB Certification Training Course

The Edureka MongoDB Certification Training enables you to gain expertise in the popular NoSQL databases. The course curriculum is strategically curated to cover all essential concepts concerning NoSQL and MongoDB. Through the training programme, you will develop an understanding of ingestion, data modelling, and Sharding, among other advanced concepts.

Moreover, the MongoDB Certification Training programme will include real-life case studies, interactive videos, presentations, and PDFs to enhance the learning outcome. With Edureka, you receive lifetime access to the course material. Also, you will work on an industry-based project at the end of the certification programme. The project will allow you to implement the skills you learned throughout the course.

The MongoDB Training Certification by Edureka will enable you to acquire all skills necessary to become a certified MongoDB Expert. As the course has an instructor-led training model, you will get the chance to interact with the instructors who are industry professionals with relevant field experience. The online sessions will also help you achieve fluency in multiple engineering, development, and administering skills.

5.5 Weeks

₹ 17,795

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Skills Covered:

Knowledge of MongoDB

Offered by

IBM via Edx

Certificate

NoSQL Database Basics

5 Weeks

Beginner

₹ Free

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Offered by

IBM via Coursera

Certificate

Introduction to NoSQL Databases

5 Weeks

Beginner

₹ 4,117

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Offered by

Google via Coursera

Certificate

Modernizing Data Lakes and Data Warehouses

5 Weeks

Intermediate

₹ 4,117

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Offered by

HSE University via Coursera

Certificate

Deep Learning in Computer Vision

The Deep Learning in Computer Vision online course by Coursera is focused on introducing learners to computer vision, right from the basics. Eventually, the certification course moves to deep learning models which are more modern. Image, as well as video recognition, is a primary part of the programme. The comprehensive curriculum will cover image annotation and classification, motion estimation, human action recognition, and more.

Moreover, Deep Learning in Computer Vision programme is the fifth course in the Advanced Machine Learning Specialization. The National Research University Higher School of Economics offers an online course in association with Coursera. The Deep Learning in Computer Vision certification course is an advanced-level course with a self-paced learning option. You will also work on a final project to implement their learnings.

In the course project for the Deep Learning in Computer Vision course, you will learn to build face recognition and manipulation systems. This project will help you get an idea about the internal mechanics of this technology. The online course also includes a shareable certificate which you will receive from Coursera upon successful completion.

5 Weeks

Expert

₹ 4,202

Compare

Skills Covered:

Knowledge of Artificial Intelligence Knowledge of deep learning

Offered by

Edureka

Certificate

Deep Learning Course with Tensorflow Certification Course

This course is tailor-made for students who are already coding in Python. This course is more advanced and tends to coders or developers who are interested in Deep Learning. Deep Learning is a little different from Machine Learning and deals with Artificial Intelligence. Deep learning is an AI functionality which tries to recreate human behavior when it processes data for purposes of detection of objects and speech, language translation and decision-making.

With this course, the student will be able to successfully differentiate between Deep Learning and Machine Learning. After the student learns the basic concepts of Deep Learning, they will learn how to successfully navigate the TensorFlow 2.x package in this course. A deeper dive will be taken when learning about the above concepts and topics such as CNN, RCNN, LSTM, RNN and RBM will be introduced.

After finishing the course, the students will be able solve real-time projects using these concepts. The projects could include emotion and gender detection or auto image captioning and many others.

5 Weeks

₹ 19,995

Compare

Skills Covered:

Knowledge of deep learning

Offered by

IBM via Edx

Certificate

Applied Deep Learning Capstone Project

The Applied Deep Learning Capstone Project certification programme is a five-week-long online course curated by IBM. During this capstone project, you will get practical, hands-on experience in developing, training and testing a Deep Learning model. For this purpose, you will be using either PyTorch or Keras.

edX’s Applied Deep Learning Capstone Project is an advanced-level programme that is also a part of a Deep Learning professional certificate of edX. With the help of this course, you will learn how to preprocess and load data for a real-life problem, create a model and finally validate it.

The Applied Deep Learning Capstone Project programme by edX requires only two to four hours per week to study. You will learn through video lessons and ultimately master the procedure of generating a Deep Learning pipeline. At last, you are required to present a project report to showcase your competence in the domain of Deep Learning. EdX provides two tracks to pursue the self-paced course; verified and free audit. In the former mode, the learners can access the programme unlimited and get a certificate of completion. In the free mode, they can audit it for a limited duration.

5 Weeks

Expert

₹ Free

Compare

Skills Covered:

Statistical skills Data science knowledge Knowledge of deep learning

Offered by

IBM via Edx

Certificate

Using GPUs to Scale and Speed-up Deep Learning

Training sophisticated Deep Learning models takes plenty of time. The Using GPUs to Scale and Speed-up Deep Learning certification programme sheds light on how accelerated hardware like Nvidia GPU (Graphics Processing Unit) or Google’s TPU (Tensor Processing Unit) can be used to shorten computations time on the cloud.

During edX’s Using GPUs to Scale and Speed-up Deep Learning course, you will understand what accelerated GPU-based hardware is and how it can help you overcome scalability challenges in Deep Learning. You will also get familiar with IBM’s Power Systems with Power AI and Nvidia GPU.

The Using GPUs to Scale and Speed-up Deep Learning will also acquaint you with popular Machine Learning dependencies and learnings supported by Power AI. These include Caffe, Theano, Tensorflow and Torch. Lastly, with this course, you will get practical experience of deploying Deep Learning networks on accelerated hardware for numerous problems, such as classifying videos and images.

5 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Knowledge of Artificial Intelligence Knowledge of deep learning

Offered by

IBM via Edx

Certificate

Deep Learning Fundamentals with Keras

The Deep Learning Fundamentals with Keras online course by edX is designed to familiarise you with the domain of Deep Learning. It is a five-week-long programme, during which you will learn about the basics of various Deep Learning models, the fundamentals of neural networks, and some of the most interesting Deep Learning applications.

Through the Deep Learning Fundamentals with Keras certification course, you will get practical experience, building a Deep Learning model with the powerful and easy-to-use Keras library. Also, you will develop an understanding of unsupervised and supervised Deep Learning models.

The Deep Learning Fundamentals with Keras certification syllabus is divided into four extensive modules. You are required to devote merely two to four hours every week to your studies. As you progress across the modules, you acquire in-depth knowledge of how Keras is used to train, test and build Deep Learning models. Moreover, you will understand how neural networks learn. Upon completion, you can also get the verified certificate and earn a skill badge to showcase your acquired knowledge if you pursue it by paying free. For free, you can get a limited duration of access to the course.

5 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Knowledge of deep learning

Offered by

University of Montreal, Montreal via Edx

Certificate

Deep Learning Essentials

The Deep Learning Essentials program by edX will help candidates discover the issues of discrimination and bias in Machine Learning and gain valuable insights regarding the subject. They will become adept at performing tasks like signal processing, computer vision, robotics, sequential decision-making, and natural language processing.

Besides, the University of Montreal offers the Deep Learning Essentials training which is designed by IVADO, a hub of scientific and economic data science and Mila. The scientific director of this course is Yoshua Bengio, a reputed expert in artificial intelligence and a pioneer in Deep Learning, who is also a professor at the University of Montreal.

Rife with video tutorials, tests, and assignments, the Deep Learning Essentials certification course also provides diverse learning tools to help candidates become adept in deep learning's fundamental concepts and methods.

On successful course completion, candidates can also secure a verified certificate from edX to acknowledge their newly acquired knowledge in the field. The candidates may choose from any one of the tracks available namely verified and audit to complete the programme. Both the tracks are self-paced but during the audit track, the candidates shall receive limited period access to the course. On the other hand, the verified track will offer unlimited time for accessing the course.

5 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Problem Solving Ability Machine learning

Offered by

Amazon Web Services via Edx

Certificate

Building Containerized Applications on AWS

Container technology is a packaging method that enables applications to run with isolated dependencies and has existed for years. The most popular options in container technologies are Kubernetes and Docker, both with distinct features and challenging to orchestrate. Building Containerized Applications on AWS Online Certification by Edx is an introduction to the use of container technologies in modern applications, helping you solve such problems.

Furthermore, the Building Containerized Applications on AWS certification syllabus explores various services such as Amazon Elastic Kubernetes Service, Amazon Elastic Container Service, and Amazon Elastic Container Registry.

Through the Building Containerized Applications on AWS training, students will gain exposure to the services mentioned above, with thorough guidance from expert instructors. The certification program curriculum also includes practical assignments and lab exercises to help students learn about managing container technologies.

Besides, the Building Containerized Applications on AWS program is a free online course that gives students an opportunity to learn new skills and earn a digital certificate to add to their CV.

5 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Knowledge of AWS Technology

Offered by

Amazon Web Services via Edx

Certificate

Introduction to Designing Data Lakes on AWS

This course by edX has been designed keeping in mind the challenges faced while dealing with data lakes. It can be attributed to the quantum of data and its growth over time. Thus, judicious steps need to be employed to avoid prevalent mistakes. With this aspect serving as a foundation stone, this program will address key challenges.

To begin with, the founding principles of Data Lakes are introduced followed by the organization of the data, which subsequently leads to its refining. The teachings of this program are targeted at professionals such as IT Administrators and Architects who need to design and maintain Data Lakes for a sustainable and scalable future.

It’s a 5-week programme that seeks student input of 1 to 4 hours per week. This intermediate-level course is presented in English and has the advantage of being self-paced. Thus, working professionals can decide on their choice of learning hours. 1 to 3 years of experience as a Software Engineer is a must.

This particular course on edX has 2 tracks namely audit and verified both of which is enrolled for shall be completed in may be opted for by a candidate for enrolling. Both the tracks have an instructor-led mode but the audit track offers only limited access to the course materials without any cost and provides no certificate of completion. The verified track offers unlimited access and also offers certification of completion only if the candidates are interested in paying a fee.

5 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Knowledge of AWS Technology

Offered by

Edureka

Certificate

Microsoft Azure Administrator Certification Training: AZ-104

The Microsoft Azure Administrator Certification Training: AZ-104 by Edureka primarily focuses on the fundamental concepts and skills that you will require for getting the Microsoft Certified: Azure Administrator Associate Certification. The course trains you with various MS Azure services like AVMs, AVNs, AAD, secure identities, and cloud services.

In the course, you will acquire an understanding of Azure Storage and Security through a hands-on approach. Furthermore, you will also learn how to configure and manage Azure Storage. The AZ- 103 Microsoft Azure Administrator Certification course also covers the robust implementations necessary for monitoring and securing the cloud infrastructure.

Moreover, the Microsoft Azure Administrator Certification Training: AZ-104 programme will enable you to manage Azure resource Groups and Subscriptions. By the end of the certification course, you will also learn about AVM scalability, availability, and configuration; followed by ways to distribute traffic in a virtual network through Load Balancer, Traffic Manager, and App Gateway.

5.5 Weeks

₹ 20,995

Compare

Skills Covered:

Knowledge of cloud computing

Offered by

Swiss Federal Institute of Technology Lausanne via Coursera

Certificate

Functional Program Design in Scala

5 Weeks

Intermediate

₹ 4,117

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Offered by

Edureka

Certificate

Apache Kafka Certification Training Course

The Edureka Apache Kafka Certification Training programme is designed to help you develop the core concepts of Kafka and its architecture; such as Apache Kafka Monitoring, Apache Kafka Consumer, configuration Cluster, and Apache Kafka Producer.

You will also learn the core skills and concepts essential to becoming a Kafka Big Data Developer successfully. The programme curriculum smartly touches upon the fundamentals of Apache Kafka and all other complex concepts like the integration of Kafka with Apache Spark or Apache Kafka integration with Talend. Upon completion of the Apache Kafka Certification Training course by Edureka, you will become proficient in various Kafka APIs.

Moreover, you will also work on live projects and assignments to enhance your practical knowledge, along with your theoretical understanding of Apache Kafka. As Apache Kafka is a thriving field in the Big Data Analytics landscape, your newly developed skills will help you to pursue a profitable career in the Big Data Hadoop field.

In addition, Edureka also awards you an Apache Kafka Expert certification upon satisfactory completion of the training course.

5 Weeks

₹ 17,795

Compare

Skills Covered:

Knowledge of Big Data Knowledge of Kafka

Offered by

IBM via Coursera

Certificate

ETL and Data Pipelines with Shell, Airflow and Kafka

The term ETL describes a set of procedures used to extract data from one system, change it, and load it into a target network. A more general name for any group of operations that transfer data from one system to another, possibly transforming it along the way, is a data pipeline. ETL and Data Pipelines with Shell, Airflow, and Kafka certification course is developed by IBM Skills Network and taught by Yan Luo - Ph.D., Data Scientist & Developer, Jeff Grossman - Certified Instructor, Sabrina Spillner - Senior Instructional Designer & Content Developer, and Ramesh Sannareddy - Data Engineering Expert, which is made available by Coursera.

ETL and Data Pipelines with Shell, Airflow, and Kafka online training is designed to help the students gain an understanding of the two different approaches to converting raw data into analytics-ready data including the ETL process and ELT process. ETL and Data Pipelines with Shell, Airflow, and Kafka online course explains the differences between ELT and ETL processing, identifies instances for each, and goes over the procedures and tools needed for extracting data, combining it logically or physically, and importing it into data sources.

5 Weeks

Intermediate

₹ 4,117

Compare

Skills Covered:

Knowledge of Kafka

Offered by

IBM via Edx

Certificate

Building ETL and Data Pipelines with Bash, Airflow and Kafka

5 Weeks

Beginner

₹ Free

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