4012 Courses and Certifications

List of Online Courses and Certifications

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Certificate

Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python

The Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python online; the programme is a skill development course offered by the online education platform Skill Lync. The course study is about the mathematical principles and ideas associated with the statistical tools of machine learning and artificial intelligence along with the primary concepts of ML and AI to comprehend the data. The online programme is based on python, a programming language which is used for effective integration of systems and is the most desired language for the working of machine learning and artificial intelligence

The Machine Learning & Artificial Intelligence for Mechanical, Civil & EE Engineers using Python online certification course consist of course instructors who are professionals who are a part of the fortune 500 companies who provide a wholesome training through online lectures for the candidates to gain deep understanding of the domain knowledge. The course provides individual support to the participants through a support engineer in the course.

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12 Weeks
40,000
Skills Covered:
Knowledge of Artificial Intelligence Machine learning Knowledge of Data Sorting Knowledge of Python Statistical skills Mathematical skill Application of ML Algorithms
Artificial Intelligence and Machine Learning

Offered by

Certificate

Artificial Intelligence and Machine Learning

The Artificial Intelligence and Machine Learning Online Course is a 12 weeks long course that discusses the industrial applications of Machine Learning Algorithms(MLAs) in contemporary times. The course will help learners familiarize themselves with the techniques of deep learning and neural networks through a combination of practical and theoretical sessions.

After successfully completing the course through interactive classroom sessions, case studies, course videos and virtual lab projects, learners will be rewarded with an Artificial Intelligence and Machine Learning Certification by the Institute of Management Technology, Hyderabad. The course is offered in a weekend mode that suits working professionals.

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12 Weeks
1,20,000
Skills Covered:
Machine learning Knowledge of Artificial Intelligence

Offered by

Grace Tech Solutions Private Limited via Swayam
Certificate

Ecommerce Technologies

With the rapidly growing digital world, many industries have undergone a huge demand in recent times and an important one among them that witnessed a surge higher than most of the other sectors is the sector e-commerce. It has since produced many a number of jobs, opportunities, and has helped in the growth of technologies it was invested in and is estimated to steadily grow even higher in the upcoming years.

That is why this course, Ecommerce Technologies, by Grace Technology Solutions is so important. It covers every topic of the industry in broad detail and makes sure to leave no doubt in the participants’ minds. The course makes it a point to keep every topic clear and well understood even in modules going over contents like web promotion, computer crimes and more.

The Ecommerce Technologies online course has been designed via an initiative by the government to make the education of the higher level easily accessible to all the participants of the nation, especially for the people who don’t come from an unprivileged background.

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12 Weeks
Skills Covered:
Knowledge of ecommerce
Data Analysis and Decision Making -II

Offered by

Certificate

Data Analysis & Decision Making - II

Data Analysis & Decision Making - II Certification will cover utility theory, then the concept of multi-criteria decision making, multi-attribute decision making, utility theory, DEA (Data Envelope Analysis), AHP, ANP, and then the concepts of TOPSIS, Elektra, Mac Beth. 

Data Analysis & Decision Making - II Classes include the concepts of different types of metaheuristic techniques, without going into the mathematical details of their algorithms, and solve the problems by giving examples for each of them.

All students get a Data Analysis & Decision Making - II Certification by the Indian Institute of Technology Kanpur (IIT Kanpur) under the Swayam Initiative by the Government of India. 

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12 Weeks
Free
Skills Covered:
Decision making skills Data science knowledge
Database Management Essentials

Offered by

Certificate

Database Management Essentials

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

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

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12 Weeks
Intermediate
3,369
Skills Covered:
Database Management SQL knowledge
Introduction to Database Systems

Offered by

Certificate

Introduction to Database Systems

Numerous e-government solutions and digital services use database systems to organize data better. The Introduction to Database Systems certification by Swayam deep dives into financial systems and the current business models that rely on database systems for operational efficiency. It also covers how these systems have impacted management in the organization. 

The Introduction to Database Systems certification syllabus touches upon key technical topics like SQL module, ER model module, a transaction processing module, regular forms module, query processing module, indexes module, and the like. Besides theory, the course also deep dives into practical principles, including the design and use of database systems. For the hands-on part, the course uses database management systems and SQL standards. 

Furthermore, the Introduction to Database Systems online course is taught by an experienced faculty from IIT Madras, Prof. Sreenivasa Kumar. The course is excellent for students in the field of computer science, engineering, programming, and systems.

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12 Weeks
Free
Skills Covered:
Database knowledge
Certificate

Data Base Management Systems

The goal of Data Base Management Systems Certification is to provide a fundamental knowledge of data, data bases, how to access them, how to store them using database structures, and how to handle transactions and recover from errors. 

Data Base Management Systems Classes introduce the idea of a database, which is a group of connected and saved data that can be accessed by multiple users for various reasons and manage business inventory, accounting, and filing.

A computer system's main piece of software is covered in the Data Base Management Systems Certification Syllabus. DBMS such as INGRES, ORACLE, and Sybase are commercially accessible. 

All students get a Data Base Management Systems Certification by Anna University, Chennai under the Swayam Initiative by the Government of India. 

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12 Weeks
Deep Learning For Visual Computing

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Certificate

Deep Learning For Visual Computing

Deep Learning for Visual Computing course’s aim is to educate the student about the stratified recognition task. This is a free course that covers topics including visual computing, ResNet, PyTorch, Python, GoogleNet, and more.

Swayam Deep Learning for Visual Computing is an appropriate option for people who want to become deep learning scientists, get into research, computer vision engineer, AI research scientist, etc. Join this course to make a career as a software engineer, deep learning engineer, IT artificial intelligence intern, research scientist, computer scientist, etc. 

The course type is ongoing and the length for this course is 12 weeks. There are no strict fee charges to enrol or study the Deep Learning for Visual Computing course, but for the certificate, the student needs to register and appear in an examination conducted in person at a chosen center. Regular assessments and one-on-one doubt clearing sessions are held by IIT-affiliated teachers.

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12 Weeks
Free
Skills Covered:
Knowledge of Python Knowledge of deep learning
Certificate

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

Offered by

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
Digital Technology and Innovation

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Certificate

Digital Technology and Innovation

The programme of Digital Technology and Innovation presented by edX is a great learning opportunity for all who want to learn about the technology and processes related to it. The course offered here is a 100 per cent online programme. 

The candidate should invest 8-10 each week to pursue this course. The course provided by the platform of edX is in association with Indiana University. The course on Digital Technology and Innovation is included in the micro master's programme of the edX platform. The students learning from this course curriculum can gain verified certificates after paying a fee as per the rules of the platform. This instructor-paced course can be pursued either in paid or in free mode. In the paid mode, the candidates will have unlimited access and a certificate of completion whereas in the free mode, they will have access only for a limited duration. 

This course helps and prepares the learners to develop the skills which are required for both business and technology. The students can learn about the techniques of how to adopt, manage and implement as well as diffuse the area of technology and business. This course will create an environment for learners where they can think about business and technology homogeneously.

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12 Weeks
Free
Skills Covered:
Knowledge of Cyber Security
Software QA

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Certificate

QA Software

It’s the era of digitization. Competition for developing products and services online is surging. However, if there is one thing that matters more than the production of innovative products and services, it’s their quality. Software quality assurance experts are in high demand and are promised handsome pay for their “quality” services. DevMountain’s QA Software online training can help you acquire all the essential QA skills.

You can leverage the growing market for QA with DevMountain’s QA Software course. The course is available in two different options – remote part-time, and remote full-time. 

The QA Software course syllabus is highly comprehensive, covering all the critical concepts needed to perform testing. You will be taught via theoretical and practical sessions, individual and group projects, and more testing sessions. The schedule is immersive, demanding over eight hours of your day. However, the rewards are plenty. You do not need prior software experience to enroll. 

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12 Weeks
$ 4,900
Skills Covered:
Software development skills
Introduction to Jenkins

Offered by

Certificate

Introduction to Jenkins

Have you just started using Jenkins as your CD/CI tool? Is automating your software deliveries what you’re looking for? Then the Introduction to Jenkins course by edX is an ideal choice, as it will teach you to do these, along with the necessary guidelines for setting up CI/CD workflows through the Jenkins automation server. You will also learn about CI/CD essentials and how to transform the overall software delivery procedure efficiently.

The ten-week Introduction to Jenkins certification syllabus will familiarise you thoroughly with the Jenkins automation server. You will obtain in-depth instructions to set up and use your CD/CI workflow and know about Jenkins’ role in a software developer’s life cycle. Moreover, you will also acquire holistic insights about installing Jenkins servers, building its software, and managing third-party plugins/integrations. You will master securing and scaling Jenkins.

The Introduction to Jenkins programme is an introductory, self-paced course, part of edX’s Professional Certificate. Offered by the Linux Foundation, this curriculum also offers two options - free auditing or paid certification which is the verified track. The verified track also offers unlimited access to the materials of the programme while the audit track gives limited but free access.

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12 Weeks
Beginner
Skills Covered:
Software development skills
Certificate

Advanced AI on Microsoft Azure: Ethics and Laws, Research Methods and Machine Learning

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.

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12 Weeks
53,749
Skills Covered:
Data science knowledge Knowledge of Artificial Intelligence Machine learning Knowledge of Python
Criminal Justice Data Analysis 1

Offered by

Certificate

Criminal Justice Data Analysis 1

The Criminal Justice Data Analysis is a twelve-week course for the professionals that have a background in Justice, solving and investigating crime and researching crime. It aims at advancing the knowledge of the participants in the field of crime with the help of Big data analytics. The course is an incorporation of various fields of subject matters like criminology, computer science, mathematics, ethics, psychology and more. 

The objective of the course is to help the police force and people in the field of Justice about the Criminal Justice Data Analysis. In recent times, it is seen that the best way to fight crime is through researching the various data. The vast amount of data that is available needs to be appropriately used and efficiently towards solving crimes. One of the main aims of the course is understanding crime and the behavioural pattern of the people that are involved in the crimes. 

This course can be helpful for Senior police officers, criminal justice officers and people working in the private agencies and anyone interested in this course. Research methodologies that will be taught in this class will be advanced. The participants will study ways of understanding the social and political environment. 

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12 Weeks
Skills Covered:
Knowledge of Network Packet Analysis

Offered by

Certificate

Data Analytics for Business with Tableau Training

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

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

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

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

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12 Weeks
52,979
Skills Covered:
SQL knowledge Tableau knowledge Knowledge of Data Visualization
Certificate

Data Analytics for Decision Making

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.

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12 Weeks
78,074
Skills Covered:
Knowledge of Data Visualization Machine learning Data science knowledge
Certificate

Analytics in Python

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.

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12 Weeks
Free
Skills Covered:
Machine learning Knowledge of Python Database knowledge SQL knowledge Knowledge of Data Visualization
Data Analytics Bootcamp

Offered by

Certificate

Data Analytics Bootcamp - New

The Data Analytics online course by Metis aims to make you a proficient Data Analyst through a career-driven approach. During the course, you will explore the most common Data Analysis tools such as Python, SQL, spreadsheets, etc.

The Data Analytics online Bootcamp comes with two options – live online and online flex format. The former consists of interactive virtual classes with six months of duration. On the other hand, the online flex option is a 12-month-long programme with self-paced learning with one-on-one instructor support.

Throughout the Data Analytics online training by Metis, you will work on three professional projects. You will learn from presentations, social activities, video lectures, etc. Moreover, you will get access to an active community of Data Analytics students and professionals. 

The Data Analytics Bootcamp syllabus comprises three modules that explore a variety of data concepts in great detail. You will study exploratory data analysis, linear regression basics, feature engineering, data visualisation, ethics, etc.

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12 Weeks
$ 7,000
Skills Covered:
Project management Data science knowledge
Certificate Program in Analytics

Offered by

Certificate

Certificate Program in Analytics

Analytics is the methodological computational analysis of data or statistics. It helps in making wise decisions for the development of the company by observing trends in data and statistics. The Certificate Program in Analytics course is for IT professionals who are finding their way to data analytics in their careers. This is the online certification course provided by TCS iON on their portal to provide foundational and advanced techniques adopted in data analytics. The course is designed with the expertise of analytical gurus of the country, to guide learners in advanced practices and techniques in data analytics. 

The Certificate Program in Analytics syllabus consists of modules that help in focussing on each unit completely. The course prepares learners for TCS iON ProCert - Analytics assessment which acts as a gateway to TCS and many more corporations. This is a self-paced course of 12 weeks in which the learner must commit to 9-10 hours per week to complete the course on time. After the completion of the course and passing the assessment linked to the syllabus of the course the candidate shall receive Program in Analytics certification by TCS iON and 361° minds. 

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12 Weeks
16,000
Skills Covered:
Data science knowledge

Offered by

National Institute of Electronics and Information Technology, Haridwar
Certificate

Mobile Application Development

12 Weeks
Beginner
12,225
Certificate

Data Mining

With the rise in competition in the market, to provide the best customer service the demand for Data Mining professionals is at an all-time high. Data Mining is the process of collecting raw data from a business and turning it into meaningful information, which can be researched to detect customer buying patterns, launching campaigns, and even detecting spam and fraud. Data Miners break down the data provided to find patterns as requested. 

Data Mining is decoding sequential patterns and associations to highlight any growing trend in customer behaviour. Companies can use Data Mining software to classify and detect information as requested. Such a technique is used in many industries such as restaurants and supermarkets.

The process of data mining involves different steps. First, data is loaded in data warehouses, then data is managed or stored in the cloud or in the company. The data is accessed by management teams, business analysts, and information technology professionals to determine how it will be organised. Then, the software forms the data on the basis of the user, and the data is then presented in an easy to share format.

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12 Weeks
Skills Covered:
Knowledge of Data mining
Data Science and Machine Learning Making Data Driven Decisions

Offered by

Certificate

Data Science and Machine Learning: Making Data-Driven Decisions

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. 

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12 Weeks
1,60,000
Skills Covered:
Machine learning Data science knowledge Knowledge of deep learning
Computer Networks

Offered by

DAVV via Swayam
Certificate

Computer Networks

The Computer Networks online course details the basic concepts of computer networks. It deals with concepts line- the role of seven OSI layer, uses of computer network, advanced networking, protocols, network standards, mobile phone networks, and other topics pertaining to mobile networking.

At the end of the programme on Computer Networks by Swayam the students will thus have their fundamental concepts in computer networks cleared and also enhanced. Since the course type is modeled as elective it will be helping the students learn skills at the undergraduate level. The online certification course will thus be emphasizing more on the subject of computer science and engineering.

The course will be recognised by the government of India and will be conducted under the aegis of the HRD Ministry.  After completing the programme the students will learn about audio input and output. They will also become efficient more in the provision of network hardware systems.

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12 Weeks
Free
Skills Covered:
Computer skills
Web Content Management

Offered by

Certificate

Web Content Management

The Web Content Management programme by Swayam is a postgraduate, elective course for the Master of the Library and Information Sciences (MLIS). The course aims to develop the basics of content development, teach the usage of tools for e-publication, virtual reality, and content development. It also talks about CMS applications Drupal and Joomla, and the e-learning platform Moodle.

The Web Content Management online course curriculum includes topics such as web hosting, managing multimedia content, screencasting tools and techniques, introduction to Moodle, and more. Prof Uma Kanjilal will deliver the course. She has more than 30 years of teaching experience in IGNOU and was a Fulbright scholar at the University of Illinois, Urbana Champaign, USA.

However, if you wish to acquire the certificate, you will have to take certification exams for which you have to register separately on Swayam’s official website. The course will continue over a period of 12 weeks.

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12 Weeks
Skills Covered:
Content Management skills
Ethical Hacking

Offered by

Certificate

Ethical Hacking

The Ethical Hacking certification course is a 12 weeks program that is completely online and is taught by IIT Kharagpur professor Indranil Sengupta. The online platform of Swayam is used for offering the teachings of this ethical hacking course. Ethical hacking is a subject that is very important in these recent years. Thus learning this course has become very essential for both individuals, and organizations who want to work toward the information technology infrastructure. 

The Ethical Hacking training is ideal for students who belong to a background in IT, Communication, Computer Science, Engineering in more. This ethical hacking course is ideal to help the organization prevent vulnerabilities in a system, application, or infrastructure that an attacker can use for exploitation. The online ethical course will help in preventing security breaches.

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12 Weeks
Free
Skills Covered:
Ethical hacking
Cyber Security Bootcamp

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Certificate

Cyber Security Bootcamp

Students will be guided by the professors through the fundamental information and practical skills necessary to start a successful career in cyber security. From the Cyber Security Bootcamp certification course learners will acquire a basic understanding of cyber security theory and practice.

The Cyber Security Bootcamp training is offered by the Code Labs Academy which is available part-time and full-time. The duration can be selected by the learners according to their convenience. MultiCode Labs Academyple financing options are also available to the learners which they can select and suit them the best. 

Also Read

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12 Weeks
Skills Covered:
Knowledge of Python Knowledge of Cryptography Risk Management
Data Science Bootcamp

Offered by

Certificate

Data Science Bootcamp

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.

Also Read

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12 Weeks
Skills Covered:
Natural Language Processing Machine learning Knowledge of deep learning
Electronic Health and Medical Records Specialist

Offered by

Certificate

Electronic Health & Medical Records Specialist

12 Weeks
$ 2,700
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