Page 6 - Best Online IT Software Courses & Certifications 2025

Post Graduate Certificate Program in Machine Learning and Big Data Analytics

Offered by

IIIT Allahabad via Talentedge

Certificate

Post Graduate Certificate Program In Machine Learning And Big Data Analytics

Today's world is surrounded by data always under operation by numerous Organisations. Critically analysed and well-understood data plays a pivotal role in determining the role and success of multiple businesses and organisations. Data Science, along with its inherent techniques and tools, has moulded and added value to multiple business standards through the use of statistics and deep learning to induce people through relevant, better, and timely decisions.

The main objective of the PG Certificate Programme In Machine Learning And Big Data Analytics course is to educate participants the techniques of Machine learning along with the complexities of Data Science. The course programme deals with data and its dynamics and imparts critical skills in an organisational context.

The PG Certificate Programme In Machine Learning And Big Data Analytics course exposes participants to hands-on experience of the marketable and most wanted tools in ML and BDA areas. The course also focuses on the practical aspects and aims to impart problem-solving skills to participants to enhance career and employment growth.

12 Months

₹ 2,00,000

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Skills Covered:

Knowledge of Python Knowledge of Data Visualization Knowledge of Big Data Data Wrangling

Offered by

Jigsaw Academy

Certificate

IOT Analyst Certification

Internet of Things or IOT devices can unlock a whole new level of data for organisations and make life easier for users in the future. Pairing IOT with Analytics can enable organisations to analyse and collect data from sensors. The IOT Analyst Certification Course by Jigsaw Academy is strategically designed from a business approach combining IOT with Analytics.

The IOT Analyst Certification programme consists of 3 different courses which will provide insights into multiple aspects such as cleaning, data acquisition, exploratory analysis, and final analysis for IOT systems. Furthermore, the certification course also goes on to explain how advanced analytics can be implemented along with machine learning algorithms to IOT data to build complex IOT solutions.

Besides, Jigsaw Academy offers an IOT Analyst Certificate at the end of the course and also provides the feature of online self-paced learning for the convenience of the students. Jigsaw Academy will also offer learning aids including a capstone project, online Q and A sessions, mobile app access, case studies, and IOT Hardware Kit for the IOT Analyst Certification programme.

12 Months

₹ 35,200

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Skills Covered:

Knowledge of IT industry

Offered by

Jigsaw Academy

Certificate

IOT Professional Certification

Technology today is all about making life easier for us and future generations. IOT devices have taken the world by storm and are ushering in a new era of connecting us through smart devices all around us. IOT Professional Certification Course by Jigsaw Academy aims to focus on building IOT solutions from the ground up using the open-source computing platform of Arduino.

The IOT Professional Certification Programme is designed for candidates to provide a deep understanding of applying, implementing, and developing IOT solutions using a various sensor connected IOT devices and gateway. The programme, designed by industry leaders, consists of 4 different courses with numerous hands-on exercises and real-world case studies for a more comprehensive and practical understanding of IOT ecosystem.

Furthermore, the Jigsaw Academy IOT Professional Certification offers online self-paced learning for students to learn at their convenience and speed. The students will have to submit a capstone project at the end of the course, which will test and implement the knowledge and skills acquired during the program.

12 Months

₹ 30,800

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Skills Covered:

Knowledge of IT industry

Offered by

MNIT Jaipur via Intellipaat

Certificate

Post Graduate Certification in AI and Machine Learning

The PG Certification in AI and Machine Learning online course is a study on the different aspects and techniques involved in the principles of artificial intelligence and machine learning. The course is provided by Intellipaat with the faculty and certification offered by the E&ICT academy and Malaviya National Institute of Technology, Jaipur. This online program is provided in collaboration with the leading innovators of the industry, IBM and Microsoft. The program is scheduled for the students to be completed by nine months with independent learning videos, live sessions, and projects.

The course curriculum is robustly designed to gain industrial exposure and knowledge to overcome technical and technological challenges with AI and ML. The students of this program will acquire various skills and will get familiarised with the software tools to improve AI and ML techniques. The students after completing the ‘PG Certification in AI and Machine Learning program are provided with benefits and certification for skill development.

12 Months

₹ 85,044

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Skills Covered:

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

Offered by

IIM Kashipur via Nulearn

Certificate

Post Graduate Certificate Programme in AI and Machine Learning

Artificial intelligence and machine learning are two of the most popular emerging technologies globally. The Post Graduate Certificate Programme in AI and Machine Learning will introduce all the major AI and ML concepts. You will explore computational skills and skills to generate actionable insights. It will allow you to gain expertise in the domain. The programme has a duration of 12 months.

The AI and Machine Learning course has an experiential learning model. The course instructors will demonstrate the implementation of ML and AI concepts via hands-on tutorials. The course will have exercise-based sessions to help you implement your newly learned skills. These practices will help you recognize business insights that you can generate.

After completing the AI and Machine Learning training program, you will earn a certificate and IIM Alumni status from IIM Kashipur. Throughout the training, eminent faculty members of IIM Kashipur will guide you using an industry-relevant curriculum. Moreover, the course provides you with 30 hours of Tableau Masterclass for effective learning outcomes.

12 Months

₹ 1,70,000

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Skills Covered:

Machine learning Knowledge of Python Knowledge of Artificial Intelligence

Offered by

Careerera

Certificate

Masters in Artificial Intelligence and Machine Learning

This Master of AI and Machine Learning online course is designed for people looking to change or advance their careers in this exciting and well-paying AI and ML industry. The course welcomes both professionals and newcomers who want to make an excellent career in the business.

The Master of AI and Machine Learning online course seeks to produce highly well-rounded AI specialists who are well-versed in mathematics, proficient in suitable languages, and knowledgeable in sophisticated algorithms and applications. Because of the growing acceptance of AI & ML across industries, the demand for skilled professionals with a solid grasp of this technology has increased.

Because of the growing demand for quick and precise decision making, Machine Learning and Artificial Intelligence technologies are being adopted at a rapid pace. Careerera offers an advanced Masters in Artificial Intelligence and Machine Learning syllabus that is developed and carried out by experts with extensive experience. By enrolling in this training, students will be able to learn from the best.

12 Months

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Skills Covered:

Machine learning Knowledge of Artificial Intelligence

Offered by

Careerera

Certificate

Post Graduate Program in Artificial Intelligence & Machine Learning

Artificial intelligence is arguably the most well-known term in public usage, and it has its roots in the field of computer science. This Post Graduate Program in Artificial Intelligence & Machine Learning online course offered by Careerera will teach students about a branch of computer science in which computer programmers seek to imbue robots with human-like intelligence.

Post Graduate Program in Artificial Intelligence & Machine Learning training will enable programmers to teach computers to comprehend complicated relationships, understand them properly, and make practical judgments based on those calculations. The program is well-designed and aimed at students of all skill levels, from total novices to experts with past experience.

The Post Graduate Program in Artificial Intelligence & Machine Learning syllabus covers various topics such as Data wrangling, Data preprocessing, Typecasting, Time series modeling, Labor hours comparison, Text mining, Lemmatization, Removal of non-stationarity, Rendering syntax trees, chunk parsing, and structuring sentences with chunking, Context-free grammar, etc.

12 Months

$ 1,299

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Skills Covered:

Machine learning Knowledge of Artificial Intelligence

Offered by

IIM Calcutta via VCNow

Certificate

Advanced Programme in Data Sciences

Data science is said to be an interdisciplinary field that strives to extract insights or knowledge from data in different forms, either structured or it can be unstructured. Data science employs theories and techniques drawn from many various fields within the broad spectrum of statistics, mathematics, computer science, operations research, and information science

Massive growth in the demand for data sciences has been witnessed in recent years. Data analysis is essential and indispensable to meet the challenges of creating most competent tactical and strategic decisions. Data Science can be applied in different domains such as agriculture, government sector, atmospheric sciences, financial markets, infrastructure management, and e-commerce.

Advanced Programme In Data Sciences certificate course by IIM Calcutta is a course that will help you master in analysing, managing, and interpreting the data. With real life projects and live online sessions, Advanced Programme In Data Sciences certificate courses train you to work in the real world setup.

12 Months

₹ 4,80,000

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Skills Covered:

Tableau knowledge Knowledge of XL-Miner Statistical skills Knowledge of Apache Spark Data science knowledge

Offered by

IIM Kozhikode via Emeritus

Certificate

Advanced Data Science for Managers

The global business landscape has comfortably entered an era where multi-functional business decisions based on robust data-driven insights are not an optional extra, but a necessity. It has been proven to show solidarity that integrating data science and analytics results in priceless business insights never acted on before. This is industry agnostic and drives corporate strategy.

The Programme in Advanced Data Science offered by IIM Kozhikode introduces the participants to data management, data analysis, as well as the application of Machine Learning functions. Duly supported by Python and R, Advanced Data Science for Managers online course builds managerial and strategic acumen across the usage of data science.

Given that the majority of the input data is in a raw form, enrolling for this year-long Advanced Data Science for Managers online course will enable managers to mine text and engage in Social Media analytics. These aspects are potent to boost business growth and innovation. Moreover, the Professional Certificate Programme in classes contains case studies from real-world companies that are presented in order to get a real feel of how these tools are worth their weight in gold.

12 Months

₹ 1,95,000

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Skills Covered:

Statistical skills Knowledge of Data Visualization

Offered by

IIM Amritsar

Certificate

Certificate Program in Data Analytics

Through the Certificate Program in Data Analytics course by IIM Amritsar, candidates will be able to develop skills concerning the application of various principles of operations research, statistics and informatics in data analytics. Through the hybrid model of the course delivery, which is the perfect combination of Online (self-paced) & IIM Amritsar campus or company premises, candidates get satisfactory exposure & opportunities to work up & apply all the theoretical knowledge being shared during the course.

The IIM Amritsar alumni, as a reward for the course completion, opens up a gate of new opportunities for the course-takers. This certificate program has been designed in such a manner that the candidates are able to make sense of the data that is getting constantly generated across various business touchpoints within the organization. The course properly ensures that the candidates are able to develop their analytical skills for effective decision-making in a data-intensive industry.

12 Months

₹ 2,00,000

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Skills Covered:

Data science knowledge

Offered by

IIT Madras (IITM) via TalentSprint

Certificate

Post Graduate Level Advanced Programme in Applied Data Science and Machine Intelligence

The PG Level Advanced Programme in Applied Data Science and Machine Intelligence certification by the TalentSprint in collaboration with IIT Madras is a 12-month online course. This online certification course is designed to develop learners’ tech capabilities while enabling them to apply their learnings to make data-oriented business decisions for their organizations. The PG Level Advanced Programme in Applied Data Science and Machine Intelligence online course is designed and delivered by the Robert Bosch Centre for Data Science and AI (RBCDSAI) at IIT Madras.

The PG Level Advanced Programme in Applied Data Science and Machine Intelligence certification syllabus discusses various important topics of data science and machine learning. The curriculum also includes capstone projects including recommendation systems, digital recognition systems, healthcare analytics, biological network analysis, and others. Participants can attend the PG Level Advanced Programme in Applied Data Science and Machine Intelligence classes through faculty-led interactive masterclass lectures, hands-on labs, and workshops. They will also visit the campus for three days towards the end of the cohort.

12 Months

₹ 2,50,000

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Skills Covered:

Machine learning Data science knowledge Knowledge of deep learning

Offered by

MNIT Jaipur via Intellipaat

Certificate

Post Graduate Certificate Program in Data Science and Machine Learning

The Post Graduate Certificate Program in Data Science and Machine Learning by Malaviya National Institute of Technology Jaipur offers learning opportunities to all enrolled candidates interested in pursuing careers in data science and machine learning. The institution is ranked 35th in NIRF rankings. The certification is in collaboration with IBM and Microsoft. The duration of the course is twelve months. Candidates will learn through the experienced faculty. The course curriculum is designed by faculties to provide required skills and techniques in the field.

Additionally, the Post Graduate Certificate Program in Data Science and Machine Learning is suitable for working professionals. They can study in this course if they want to upgrade their skills in the field. Participants, after completing this course, will receive a professional certification. Students can expect a hike in salaries and an increase in job opportunities after finishing this course.

12 Months

₹ 1,12,005

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Skills Covered:

Machine learning Data science knowledge

Offered by

CodingNomads

Certificate

Become a Machine Learning/Data Science Professional

The 'Become a Machine Learning/Data Science Professional' by CodingNomads is a fully online part time seven-month programme that has been made to teach the candidate advanced data manipulation techniques. ‘Become a Machine Learning/Data Science Professional’ course is a part of the Python and DSML (data science machine learning) certification programme that will involve intensive career support and unlimited one-to-one mentor support. The candidate will be able to build professional portfolio projects through the skills gained in the ‘Become a Machine Learning/Data Science Professional’ classes. The 'Become a Machine Learning/Data Science Professional' certification syllabus will draw the candidate deep into the fundamentals of programming with the emphasis to write professional code.

12 Months

Beginner

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Skills Covered:

Data science knowledge Machine learning Knowledge of Python SQL knowledge

Offered by

Careerera

Certificate

Masters in Mobile App Development

Businesses are realizing the importance of the mobile industry shortly. It has grown so important in the computer business that several institutes are now considering offering a Masters in Mobile App Development online course.

Masters programs are one of the most sought-after and popular educational options today, providing applicants with web-development abilities. Candidates in this program will get the lifelong knowledge necessary to meet the potential and challenge of new technology. The Masters in Mobile App Development syllabus is designed to emphasize the essential skills to obtain a better grasp of industry practices, modern web design, and analysis that assist in creating the foundation of advanced technologies.

Careerera recognizes the importance of mobile apps and, as a result, offers a Masters in Mobile App Development training that combines academic knowledge with hands-on training. Careerera allows candidates to learn with various IT experts, discuss ideas, and build their professional network to improve their practices and thoughts.

12 Months

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Skills Covered:

Programming skills Knowledge of Android Software Development Web application development skills

Offered by

Careerera

Certificate

Post Graduate Program in UI & UX Design

In the last two decades, the field of software packages has seen a major change. The quantity of software applications has increased dramatically, particularly with the emergence of the mobile operating system and there is a huge demand for field professionals. The Post Graduate Program in UI & UX Design online course is designed to meet the industry's needs.

Candidates will learn the fundamentals of UI/UX processes including UI prototyping, wireframing, UX authoring, interaction design, visual communication, coding, etc.

The Post Graduate Program in UI & UX Design training provides candidates with the information, experience, and skills needed to create fluid, harmonious and consistent user experiences and user interfaces.

The Post Graduate Program in UI & UX Design syllabus has been painstakingly prepared with the utmost care. It includes all of the concepts and issues that are essential and useful in the UI/UX design industry. It includes Contextual Inquiry, UX design applications, Personas empathy map, Journey map, Stakeholder map, Information architecture, Voice and tone assessment, Content strategy planning phases, SEO and accessibility, Card sorting, Audience engagement, Taxonomies, Mental models, Tree tests, Wayfinding and Navigation, User-flow design, Site maps, UX Copywriting, Functionality workflows, etc.

12 Months

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Skills Covered:

Designing skills

Offered by

Amity Future Academy

Certificate

Post Graduate Program in Business Analytics and Visualization (PGP-BA&V)

12 Months

₹ 1,00,000

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Offered by

Texas McCombs via Great Learning

Certificate

Post Graduate Program in Artificial Intelligence and Machine Learning

The Post Graduate Program in Artificial Intelligence & Machine Learning is a comprehensive and hands-on course. The course is 12 months and is provided in a fully online mode. It covers cutting-edge technologies like Deep Learning, Computer Vision, NLP, and Reinforcement Learning, along with practical projects and industry insights.

The Post Graduate Program in Artificial Intelligence and Machine Learning certification by Great Learning and the University of Texas at Austin is designed by expert faculty to ensure a great learning experience. Through this programme, learners gain valuable skills and knowledge to excel in AI and ML roles.

In the Post Graduate Program in Artificial Intelligence and Machine Learning training, candidates will receive career support, resume reviews, and interview preparation. You will also get access to a vast job board with opportunities from 2800+ companies. Whether you are a beginner or an experienced professional, this programme can open doors to promising career prospects in the dynamic field of Artificial Intelligence and Machine Learning.

Also Read: Artificial Intelligence And Machine Learning Certification Courses

12 Months

₹ 2,95,000

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Skills Covered:

Knowledge of Python Machine learning Knowledge of Artificial Intelligence Knowledge of deep learning

Offered by

IIM Kashipur via TimesPro

Certificate

Post Graduate Certificate Programme In Machine Learning and Deep Learning

12 Months

₹ 2,05,000

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Offered by

Manipal Academy of Higher Education (MAHE)

Certificate

PGCP in Business Analytics

12 Months

₹ 1,40,000

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Offered by

upGrad

Certificate

Data Science and Engineering Bootcamp

12 Months

₹ 3,00,000

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Offered by

IIM Kozhikode via TimesPro

Certificate

Professional Certificate Programme in Applied Data Science and Machine Learning

Data science and machine learning are very crucial in the current data-driven world and proved to be key tools in making business decisions and designing business strategies. Thus, there is a huge demand for data scientists with deep knowledge and intensive training. Learn applied data science and machine learning through the IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning which is offered by TimesPro in collaboration with IIM Kozhikode.

The 12-month professional certificate in applied data science and machine learning will provide the graduates with a thorough understanding of data science and machine learning and enable them to start a career as applied data scientists. IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning training will enlighten you on important software, visualisation platforms and social media analytics.

The certificate programme on applied data science and machine learning will also provide you with practical training in using tools and techniques of data science in real-life business contexts. IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning by TimesPro is happening on Sundays from 12:15 p.m. to 03:15 p.m. The classes will be conducted in a blended mode.

12 Months

₹ 2,15,000

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Skills Covered:

Machine learning Data science knowledge

Offered by

UMD via Talentedge

Certificate

Executive Post Graduate Program In Data Science And Machine Learning

12 Months

₹ 2,11,865

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Offered by

IIT Guwahati (IITG) via Jaro Education

Certificate

Advanced Professional Certification Programme in Cybersecurity and Ethical Hacking

The Advanced Professional Certification Programme in Cybersecurity and Ethical Hacking online course teaches how to protect organisations from cyber threats and attacks. Participants will learn the theory and practice of cybersecurity and ethical hacking, such as how to secure networks, websites, applications, systems, and data.

The Advanced Professional Certification Programme In Cybersecurity And Ethical Hacking by Jaro Education in association with IIT Guwahati teaches how to perform penetration testing, malware analysis, cloud security, and software development security.

Learners will be taught by experts from IITs and the industry, who will guide them through live classes, campus immersion modules, project work, case studies, and peer learning. They will get a certificate from E&ICT, IIT Guwahati after completing the course successfully.

Post Graduate Program in Artificial Intelligence and Machine Learning

12 Months

₹ 3,75,000

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Offered by

Great Learning

Certificate

PG Program in Data Science and Business Analytics

12 Months

₹ 2,95,000

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Offered by

IIM Nagpur via Jaro Education

Certificate

Post Graduate Certificate Programme in Supply Chain Operations and Analytics

12 Months

₹ 2,50,000

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Offered by

StackRoute via NIIT

Certificate

Advanced PGP in Data Science and Machine Learning (Part-Time)

The Advanced PGP in Data Science and Machine Learning (Part-Time) online course is a StackRoute certified professional course provided by the National Institute of Information Technology for individuals with no prior experience with programming and data analytics. This course is a part-time program scheduled for forty hours and is for the data science level 2 and level 3 consisting of advanced training for the candidates.

The learners receive an experiential learning experience with the concepts of data preparation, data analysis, data visualization, data modeling, statistical analysis. The course study is also about applied machine learning models, NLP for analysis texts, techniques for deep learning, and data-based storytelling using software tools and frameworks.

The Advanced PGP in Data Science and Machine Learning (Part-Time) training is outcome-based for the students and the projects will enable them to achieve the skills and understanding necessary to counter the challenges in the field of data science.

50 Weeks

₹ 2,25,000

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Skills Covered:

Data science knowledge Machine learning Knowledge of Data Visualization Knowledge of Python Programming skills Knowledge of deep learning Statistical skills Knowledge of Excel Knowledge of NLP Modelling Knowledge of Data mining Decision making skills Analytical skills

Offered by

Skill Lync

Certificate

Post Graduate Program in Motion Control

Motion control applications are plenty, especially when it comes to production lines where efficiency, power, and accuracy of movements are a must. A sub-field of automation, motion control of autonomous vehicles facilitates effortless movement of heavy materials between workstations.

Do you want to have an in-depth understanding of this exciting field? Then, enrol yourself in the Master's Certification Program in Motion Control by Skill Lync. Within a duration of 12 months, this course seeks to impart detailed knowledge of the functioning of autonomous vehicles, including the role of ADAS or Advanced Driver Assistance Systems.

There are a total of six courses in the program, with each course covering different topics. As a part of this Masters Certification Program in Motion Control syllabus, you will work on four different projects.

The Master’s Certification Program in Motion Control fee options is flexible with basic, pro, and premium plans to choose from. The facilities and the access duration for the course materials depend upon the payment plan you choose. Course completion certificates will be offered to all, but only the top 5% of the class will receive a merit certificate.

48 Weeks

₹ 17,500

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Skills Covered:

Knowledge of engineering

Offered by

ADYPU, Pune

Certificate

Post Graduate Program in Engineering – Blockchain

The Post Graduate Program in Engineering – Blockchain online course is a masters-level study in one of the most integral components of the digital currency system – Bitcoin. In this course, you will learn about the fundamental building blocks of blockchain technology like the transaction block, chain, and block header.

With the Post Graduate Program in Engineering – Blockchain training, you’ll also learn validation, verification, consensus models, and the underlying algorithms at work. You’ll get to work with state-of-the-art digital currency tools like Hyperledger, Smart contracts, Ethereum, Advance JavaScript, Fabric, Composer, and NodeJS.

Also, at the end of the Post Graduate Program in Engineering – Blockchain course, you’ll get to consolidate all your newly learned skills into a capstone project. The training provides 200+ hours of learning material, access to global opportunities, and dedicated industry experts to help you every step of the way. This course holds a ton of value for those who wish to make a mark in the digital currency space.

11 Months

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Skills Covered:

Programming skills Knowledge of Blockchain

Offered by

FSM Delhi

Certificate

Professional Certificate in Big Data

Big Data is truly one of the fastest expanding industries across the globe and it is going through varying numbers of fields, establishing its sector essentiality in each one of them, subsequently producing greater demand as well as requirements. It has reached high-value domains like oil, waste management, molecular biology and sports and sales as well, which is what makes a Professional Certificate in Big Data course so popular.

The course Professional Certificate in Big Data prepares its applicants for these in-demand opportunities by allowing them to achieve mastery in techniques that are used in the line of work and help them to better identify the hidden patterns of datasets. The concepts are taught in a perfectly detailed manner that leaves no doubts and strengthens the applicants’ predictive analysis tools.

The program will prepare the participants for a luxurious career in many fields by skilling them with the respective fields’ requirements such as big data engineers in the marketing field who will learn incredible insights into customer behavior.

11 Months

₹ 1,20,000

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Skills Covered:

Machine learning Social media skills Knowledge of Data Visualization Data science knowledge

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