159 Courses and Certifications

Udacity Courses & Certifications 2026

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Certificate

Cloud Native Application Architecture

The online course on Cloud-Native Application Architecture by Udacity has been designed by industry professionals to help students get a better understanding of Cloud application. Over four months, students in the Cloud-Native Application Architecture training will be provided with multiple projects. It will further help students gain a real-world understanding of Cloud applications.

To make things more comprehensive for the applicants, students will study Cloud-Native Fundamentals, Message Passing, Observability, Microservices Security, Docker Attack Surface Analysis, Evaluate the cloud-native ecosystem and others in the course. It will help them strengthen their fundamentals. After completing the course, students will master all the skills that will help them become experts and successful in cloud-native applications.

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72 Months
Intermediate
₹ 84,545
Skills Covered:
Knowledge of cloud computing

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Certificate

Data Analysis and Visualization with Microsoft Power BI

The Data Analysis and Visualization with Microsoft Power BI certification course will equip you with in-demand data pre-processing, analysis, and visualisation skills using Power BI as the tool of choice. In this programme, you will learn to connect multiple data sources to Power BI and transform and process data with it.

With the Data Analysis and Visualization with Microsoft Power BI training, you’ll learn to employ the best design practices. Plus, you can draw insights from data visualizations and dashboards, allowing you to make critical business decisions. All you need is some elementary experience with MS Excel to make the most of this programme.

When you enrol for this 3-month Data Analysis and Visualization with Microsoft Power BI programme, you also get dedicated placement assistance services upon course completion. This includes resume support, LinkedIn profile optimisation, and Github review. You will also have access to a student community and technical mentor support throughout the course.

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57 Months
Beginner
₹ 84,545
Skills Covered:
Knowledge of Data Visualization

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Certificate

Ethical Hacker

The course of Ethical Hacker by Udacity provides learning exposure to all the individuals interested to explore the various parts and concepts related to computer systems. The course curriculum will help the students to explore the vulnerabilities, weaknesses and functioning of the computer systems.

Participants will also gain information on how to design, execute and penetrate a testing plan according to the need. Generally, students enrolled in this programme take two months to complete the course. Candidates need to spend at least ten hours each week to complete the course successfully.

Additionally, the Ethical Hacker certification helps the working professionals as well. It provides learning experiences to the participating individuals. The curriculum of the course is designed by expert faculty members. The programme is a self-paced learning programme that will help the candidates to work according to their choice. The course includes projects and real-time learning experiences that provide additional benefits to the candidates.

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37 Months
Expert
₹ 84,545
Skills Covered:
Ethical hacking

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Certificate

Artificial Intelligence for Trading

This Artificial Intelligence for Trading certification course is crucial in the world of trading. Big companies use AI analysis to gain investments as it efficiently mitigates risks of the future. This in the end saves ample time and money for the company. Big companies use AI analysis to gain investments as it efficiently mitigates risks of the future. This in the end saves ample time and money for the company.

The Artificial Intelligence for Trading certification by Udacity will make the candidate ready for the future of trading and technology. Master your skills and make yourself stand out of the box in the industry with the Nanodegree Programme in AI for Trading. Become field ready for your job by this finely stitched programme by our faculty which will build you and your skills in every area that is necessary from the comfort of their own home. 

Be the best in the field by getting trained under the best who have experience in the industry. The Artificial Intelligence for Trading certification by Udacity is for the candidates who are ambitious and are keen to make their career and future in the field of Artificial Intelligence.

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6 Months
Intermediate
₹ 82,000
Skills Covered:
Knowledge of Artificial Intelligence

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Certificate

Become an iOS Developer

The iOS Developer certification course by Udacity takes you through Swift programming language and Xcode, the development environment of Apple, etc. You will learn how to create your first iOS applications with tools such as UIKit, Layouts, views, etc. Then, using networking and Apple's Grand Central Dispatch and Core Data, you'll continue to build increasingly complicated and advanced applications before publishing your capstone project to the App Store. 

The iOS Developer certification by Udacity With iOS development, learners can develop a perfect application. With the utmost security and data `1, iOS applications lead to the creation of more intellectual and secured applications as well. Data analytics and data management are only suitable and exist only in certain types of applications so that IOS applications will come into existence.

The Nanodegree iOS Developer online course is pursued to become an iOS developer which helps its learners to uplift their programming skills and for developing iOS applications and other means of software. The journey of the learner to an iOS Developer from Udacity will fulfil all the requirements of candidates and will help succeed in the development of an application.

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5 Months
Beginner
₹ 5,834
Skills Covered:
Programming skills

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Certificate

Linear Algebra Refresher Course

Linear Algebra Refresher Course Certification is a short-term certificate to brush up on the basics of matrix theory and linear algebra. Emphasis will be given to topics that will be useful in other disciplines as well, including systems of equations, vector spaces, determinants, eigenvalues, similarity, positive definite matrices, etc.

Candidates enrolling in this course will learn about the concepts in linear algebra and simultaneously by applying them in computer programs. At the end of Linear Algebra Refresher Course Classes, students can code their own personal library of linear algebra functions that they would have learned in this course and hence can be used to solve real-world problems.

All candidates undertaking the course shall receive Linear Algebra Refresher Course Certification by Udacity.

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4 Months
Intermediate
₹ Free
Computational Photography

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Certificate

Computational Photography

High Dynamic Range imaging (HDR), image stabilisation, autofocus, shot bracketing and deploying filters are changing the world of photography. Optical processes are being replaced by digital computation to make the image appear almost magical. The Computational Photography course by Udacity aims at imparting knowledge of this field without any fees.

This is an intermediate level course. Within a period of four months, you will learn all the core AI concepts of computational photography via rich learning content, instructor videos, interactive quizzes, and practical exercises. One of the major Computational Photography course benefits is that it offers a self-paced learning model, thus allowing you to focus on key challenge areas better.

The entire course curriculum will be delivered via nine lessons, each lesson covering specific sub-lessons. However, you will have to meet the Computational Photography course eligibility criteria before enrolling. To know all about how the course aids in starting or boosting your career, get in touch with Udacity’s expert team.

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4 Months
Intermediate
₹ Free
Skills Covered:
Knowledge of photography

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Certificate

Security Engineer

The cybersecurity market is currently worth $173 Billion in 2020 and is supposed to grow an additional $100 Billion by 2026. Despite the slump in the overall economy, organisations continue to invest in cybersecurity, mainly because the majority of the workforce is dependent on the internet to function. The Security Engineer course of Udacity can help you take advantage of this growing need.

In the Security Engineer programme, you’ll learn the foundational security engineering skills and get an overview of how security engineering applies to various technology stacks. This programme will specifically focus on the unique skills required to protect the networks, applications, computer systems, and infrastructure of an organisation from security attacks or threats.

By the end of the Security Engineer training, you will have gained all the necessary skills to land a system engineer job in an industry of your choice. The 4-month course is taught by a team of experienced professionals, and has enough projects to give you an end-to-end perspective of what the industry expects of you. 

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4 Months
Intermediate
₹ 84,545
Skills Covered:
Knowledge of Cryptography
Machine Learning for Trading

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Certificate

Machine Learning for Trading

The Machine Learning for Trading program will introduce you to the real-world challenges people face while implementing machine learning-based trading strategies. These strategies include algorithm steps for information gathering to preparing orders.

The Machine Learning for Trading course will familiarise you with applying probabilistic approaches to Machine Learning to trading decisions. The course will cover topics including trade signal generation and asset management, among others. You will learn how to apply statistical approaches like KNN, Regression Trees, and Linear Regression to actual stock trading situations.

The Machine Learning for Trading course is a four-month course by Udacity along with Georgia Tech. It is aimed at helping you complete real-world projects designed by industry experts. You are sure to master AI Algorithms for building a career-ready portfolio and excelling in trade. Most importantly, the course is free.

Arpan Chakraborty and Tucker Balch will be the instructors for the Machine Learning for Trading online programme.

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4 Months
Intermediate
₹ Free
Skills Covered:
Knowledge of Python Application of ML Algorithms

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Certificate

Google Analytics

Powered by Google and e-nor, Google Analytics by Udacity is one of the most sought after programmes for professionals who want to excel in Google Analytics. With hands-on training, practical guidance and mentor support, candidates will be able to gather in-depth knowledge of popular web analytics tools. 

While studying, the candidates will learn to build dashboards, evaluate campaigns, understand the behaviour of users and drive growth. In a four-month learning programme, candidates can study easily in a self-paced online learning ecosystem. This will give them ease to pursue this programme as per their comforts. The candidates will get a certification of completion once they complete the course. 

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4 Months
$ 999
Skills Covered:
Knowledge of Google analytics Knowledge of ecommerce
High Performance Computing

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Certificate

High Performance Computing

The High-Performance Computing course has been designed by industry professionals to provide the students with the most comprehensive and optimized solution on computing. The course has been structured at an advanced level. In the course, the students can learn the basics of computing by practising the various modules. High-Performance Computing benefits the students by providing them with the option of “self-paced” learning. To make the course more approachable the High-Performance Computing fee for all applying students has been kept free. Over the period of four months, the students will thus be guided and taught by industry professionals.

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4 Months
Expert
₹ Free
Skills Covered:
Knowledge of Algorithms
Introduction to Psychology

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Certificate

Intro to Psychology

The Intro to Psychology certification course offers an online curriculum to the enrolled students. The programme is offered to candidates through the platform of Udacity and is in collaboration with the San José State University. The course is designed for beginner-level students. The course has rich learning content and is taught by industry professionals. 

Candidates who enrol on the Intro to Psychology Online Course will be able to understand major psychological concepts and various principles involved in the subject. The course can be pursued by anyone and is offered absolutely free of cost. The curriculum includes nine different lessons and candidates will be able to complete the Intro to Psychology training within four months of time. Since the course is self-paced, candidates can learn from the programme at any time depending upon their schedule. There are no restrictions regarding time or deadlines. Candidates are free to access the psychology study material as per their requirements.

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4 Months
Skills Covered:
Knowledge of Psychology

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Certificate

Data Visualization

With the efflux of time, data-driven decision-making is slowly becoming the need of the hour. This Data Visualization Nanodegree training course is meant to help your communication become more effective. This course will teach all the skills required to present data aesthetically in the form of stories.

Furthermore, the course material has been co-created with the help of Tableau, keeping in mind the requirements of data communications. You will learn the basics of Data Visualisation, create dashboards, and participate in storytelling using data presentation. The combination of your hard and soft skills will teach you the techniques to keep your audience engaged.

The Udacity Data Visualization online course is appropriate for anybody with an interest and experience in data analytics. Additionally, you will have to submit projects that test your problem-solving capabilities using real-world instances. There will also be mentors and coaches to help you create your resume, land interviews, and negotiate job offers.

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4 Months
Beginner
$ 20,500
Skills Covered:
Tableau knowledge

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Certificate

Deep Reinforcement Learning

This course by Udacity has been specially crafted for candidates seeking to improvise their machine learning and deep learning skills. Pioneering machine learning algorithms have been focused on along with furnishing course-takers with hands-on coding experience. These exercises are challenging to prepare the candidates for the best and the worst. They are also unrestricted and cover a variety of concepts.

This Deep Reinforcement Learning course online certification deals with unique concepts which make this course stand out. Using a combination of Python and deep learning libraries, the candidates can implement their learnings for good. The projects submitted by students shall form their portfolio, entitling them to lucrative jobs in the field. The course basically explores the budding interest and trends in the deep learning arena so that candidates can strike a niche in their career.

Experienced mentors, scientifically-crafted syllabus, additional resources for improvisation and many more features make this course an ideal fit for exploring the spell-bounding innovations in Artificial Intelligence. The course serves as the perfect foundation for learning the mechanisms concerning gaming, robotics, and financial trading.

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4 Months
Expert
₹ 20,500
Skills Covered:
Knowledge of deep learning

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Certificate

Full Stack Web Developer

The Full Stack Web Developer course has been designed for those candidates who want to succeed in this competitive digitised market. The goal of this Full Stack Web Developer Program is to enable the participants to develop and design powerful modern web applications which form the base for the websites, apps and systems of everyday use by the people and businesses. This is an online self-paced program by Udacity.

The Full Stack Web Developer syllabus has been constructed in a manner that it will enable the candidate to become an expert in planning and implementing the learnt knowledge in the real world. Creating database-backed web API, managing user authentication, connecting and interacting with databases, identifying access management and similar related topics will be discussed in the course duration, enabling the candidate to expertise in this field.

Moreover, this program will enrich the participant with the deep and detailed knowledge of this subject. As this program consists of 5 projects, each project will serve as an opportunity to showcase the learnt lessons to the employers. 

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4 Months
Intermediate
₹ 20,500
Skills Covered:
Knowledge of Python SQL knowledge
Human-Computer Interaction

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Certificate

Human-Computer Interaction

The Human-Computer Interaction Online Course is a free online course offered by Udacity learning platform that discusses the principles of factoring in the interaction between humans and computer systems. The course will also explore the techniques used to design and evaluate user-centered systems.

Through the Human-Computer Interaction Training, learners will get familiar with the usage of Python, SQL, and statistics to contribute to critical findings and data-driven solutions. The course will be delivered through instructor videos and learning exercises. The Human-Computer Interaction Certification Course offers rich learning content taught by industry professionals.

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16 Weeks
Intermediate
₹ Free
Skills Covered:
Designing skills
Educational Technology

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Certificate

Educational Technology

Educational Technology benefits the students by allowing them to learn from industry experts. The students in the Educational Technology programme will cover the details of “educational technology” in 16-weeks. To make it easier for the students, the Educational Technology fee for all students is free. During this online course, students will cover topics like Broader issues surrounding the impact of such tools, Current state-of-the-art tools, Research methodologies in user testing, Promising pedagogical strategies, Pedagogical strategies, Current theories in the community, Research Methodologies, Current state-of-the-art tools, and others. A 75% discount is made available to all the students. The entire course will be conducted by industry professionals.

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16 Weeks
Beginner
₹ Free
Skills Covered:
Pedagogy skills
Cyber Physical Systems Security

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Certificate

Cyber-Physical Systems Security

The Cyber-Physical Systems Security programme is aimed at providing you with an introduction to various cyber-physical systems and the security issues linked to them. Through this course, you will be familiarised with industrial control systems and critical infrastructure systems.  

The Cyber-Physical Systems Security online course will help you master job-ready skills that will enable you to take on any professional challenge. You will be taught by industry experts through rich learning content. Another advantage is that the course is self-paced, so you can study at your own pace.

The Cyber-Physical Systems Security certification by Udacity is a 16-week course offered by Georgia Teach. If you want to learn the state of the art of designing protection for your cyber-physical systems, you will benefit highly from this course. Most importantly, the course is completely free, so you can hone your skills no matter what your financial circumstances may be.

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16 Weeks
Intermediate
₹ Free
Skills Covered:
Knowledge of Cyber Security
Network Security

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Certificate

Network Security

The Network Security course offers an introduction to network and computer security. Upon completion of this course, you will be able to evaluate works in commercial and academic security and will have the fundamental skills in security research. 

The Network Security online course begins with a tutorial on the basics of cryptography, cryptanalysis, and systems security.  The later chapters cover a number of monographs and seminal papers in a wide range of security contexts.

The Network Security syllabus covers basic topics like authentication, security protocol design and analysis, security modelling, and trusted computing. Some advanced topics like key general management, programme safety, intrusion detection, DDOS detection, and mitigation are also covered later on.

The Network Security certification by Udacity includes a variety of readings, most of which will come from seminal papers in the security field. The provider will provide the link to these papers on the course website itself. In addition, you will also receive critical reference materials.

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16 Weeks
Intermediate
₹ Free
Skills Covered:
Knowledge of Cryptography
Database Systems Concepts and Design

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Certificate

Database Systems Concepts and Design

Udacity’s Database Systems Concepts and Designs online course is a free of cost course wherein learners are taught via interactive quizzes, learning-by-doing exercises, and instructor videos. The course offers a self-paced learning environment and has an approximate duration of 16 weeks. 

It is an intermediate-level course; hence, you will be expected to have some basic knowledge of at least one programming or scripting languages such as Python, Java, or PHP. The Database Systems Concepts and Designs course syllabus is divided into three lessons, which are further divided into sub-lessons. 

The curriculum content is rich and covers all the core application concepts. From database application development methodologies to metadata management and archiving, the Database Systems Concepts and Designs training program covers them all.

After completing the Database Systems Concepts and Designs training course, you will have all the necessary skills for a successful IT career.

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16 Weeks
Intermediate
₹ Free
Skills Covered:
Database Management
Data Analysis and Visualization

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Certificate

Data Analysis and Visualization

The Data Analysis and Visualization course is a free learning programme of sixteen weeks, where recorded lectures will be provided to the students via an online classroom platform. This course will help students gain exposure in the area through the use of cutting-edge modelling, analysis, and visualization approaches. The Data Analysis and Visualization syllabus includes three core modules. It will focus on practical issues with complicated real-world data and involve numerous case studies as well as hands-on work using the R programming language. The Data Analysis and Visualization training are of intermediate level. The course emphasizes the learning-by-doing exercises assessments. 

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16 Weeks
Intermediate
₹ Free
Computer Networking

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Certificate

Computer Networking

The Computer Networking course is an intermediate-level course spread across three months. It comprehensively covers advanced concepts and topics in computer networking, including Data Center Networking, Software-Defined Networking (SDN), and Content Distribution.

To simplify your learning experience, the Computer Networking course syllabus has been divided into three parts. The first part deals with the design principles, implementation, and goals of a computer network. It also briefly touches upon the various routing algorithms used in CN, like distance vector and link-state.

Further, the second part of the Computer Networking programme talks about content distribution and resource control in networking applications. It also covers traffic shaping and congestion control in detail via rich learning content and interactive quizzes.

Finally, the last part of the Computer Networking training course touches upon the management and operations of computer networks traffic engineering, network security, and Software Defined Networks (SDN). This online course is entirely self-paced and free to enroll in.

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3 Months
Intermediate
₹ Free
Skills Covered:
Knowledge of computer networking

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Certificate

Intro to Machine Learning with PyTorch

The Intro to Machine Learning with PyTorch certification course is an online self-paced programme designed for candidates who have a keen interest to learn new ideas in the field of technology. The demand for Machine Learning engineers is higher than the supply. Thus, this course has been curated for those who want to strive and stay firm in the competitive market. This is an online self-paced program by Udacity. 

Candidates will learn, understand, create and implement the most predictive algorithms in the real-time world. The candidate will deal with both supervised and unsupervised learning. They will have a deep understanding of Neural Networks. The course has a high demand because of its portable and dynamic nature.

Additionally, the 3-course projects engaged in this Intro to Machine Learning with PyTorch training will help the participant to develop a detailed and elaborated knowledge of this subject. It will serve as an opportunity to understand the importance of machine learning with PyTorch in detail.

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3 Months
Intermediate
₹ 20,500
Skills Covered:
Knowledge of deep learning

Offered by

Certificate

Introduction to Machine Learning with Tensorflow

This Introduction to Machine Learning with TensorFlow certification course is to engage the candidate in the techniques of Machine learning with the information related to algorithms in TensorFlow. It helps the learners to understand the concept of Machine learning and its techniques. Jobs related to machine learning are the most emerging and much in-demand jobs in the professional world. 

Such technologies are very much needed and Machine learning is the best way to get into the technology industry. Learners with skills related to this study can easily find themselves competing in this field. It's an easy and fun way to get all the necessary knowledge about this study. 

This Introduction to Machine Learning with TensorFlow training course provides learners with various activities to test their skills and prove their knowledge. Machine learning and its skills can bring so many changes than what actually is available.  Learners with active interest can easily find themselves completing this course easily. 

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3 Months
Intermediate
₹ 20,500
Skills Covered:
Knowledge of deep learning

Offered by

Certificate

Android Basics by Google

In this ever evolving world, technology is becoming more and more important as each day passes by. Android is a major mobile operating system in the market. Due to its compatibility, it is widely used and is a major success. Various business organizations are looking for android developers for developing applications according to their requirements. Many institutes are providing courses to teach the basics of Android. Udacity has come up with one such programme which is Android Basics certification course through which candidates can sharpen their skills.

The Android Basics Programme by Google has been specially designed and conceptualized for learners who are new to programming and aspire to develop their career as a professional Android Developer. The curriculum has been made in such a way so that the learners get the required real-world skills of their industry.

Android Basics certification course is a three months online Nanodegree programme offering you the benefit to study at your own pace with flexible learning hours. Student hubs and workspace are made available for the convenience of the learners.

...Read More
3 Months
₹ 91,396
Skills Covered:
Java Knowledge of Android Software Development

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Certificate

Marketing Analyst

Marketing Analysis is a fast growing field that enables you to analyse data to find more attractive marketing opportunities. It is a process that is used in various industries and is not limited to any particular field. The Marketing Analyst Nanodegree Program by Udacity has been designed for those who want to learn marketing analysis using tools like Google Analytics. 

The Udacity Marketing Analyst Nanodegree Program covers topics like analysing data and building models using Excel, Data Studio and also creating informative data visualizations with Tableau. The course will give an introduction to the fundamentals of data and marketing analysis. 

In addition, the Marketing Analyst nanodegree program incorporates real-world projects to guide students in skill-building through practical knowledge and examples. Project reviewers will give personalised feedback to students after project submission. Udacity also guides after the course completion and helps candidates secure good positions in decent companies by assisting them to build impressive Resumes and career counselling. 

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3 Months
Beginner
₹ 20,500
Skills Covered:
Tableau knowledge Knowledge of Google analytics

Offered by

Certificate

Programming for Data Science with R

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

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

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

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

...Read More
3 Months
Beginner
₹ 20,500
Skills Covered:
SQL knowledge Knowledge of Data Visualization

Offered by

Certificate

Computer Vision Expert

The Computer Vision certification course is designed so that the candidates can improve their existing deep learning and machine learning skills with programming techniques and computer vision theory. Candidates can apply these skills across different applications namely, mobile applications, health diagnostics, autonomous vehicle navigation, video processing, image processing, and others.

The Computer Vision training programme consists of 3 courses and 3 projects. By building a project, the candidate gets to demonstrate the skills they have gained and each project will add to an impressive professional portfolio that will show future employers the mastery of computer vision and deep learning techniques. 

The Computer Vision Programme certification by Udacity is one of the most preferred courses to pursue since it is in high demand in the professional world. Since there is a lack of candidates with this certification, it is a bright opportunity for more and more people to pursue this programme. The programme includes working on different computer vision applications namely, deep learning libraries, computer vision, Python, etc.

...Read More
3 Months
Expert
₹ 20,500
Skills Covered:
Knowledge of deep learning

Offered by

Certificate

Business Analytics

Improve your understanding of the core concepts of data analytics with the Udacity Business Analytics certification course. The Business Analytics certification course will provide you with a fusion of technical knowledge and opportunities for practical skill testing. You only require a basic understanding of computers and English language proficiency to apply to this programme.

The 3-month online Business Analytics training will familiarise you with data visualization, data analysis, and query language like SQL. Additionally, you will also learn to work on Excel, Mode, and build data dashboards using the Tableau interface. Candidates will be groomed by industry experts, while personal career coaches will help them with a career trajectory.

The learning programme, which has been curated by Tableau, is self-paced and driven by real-world examples. You will have access to an improved student community to interact with your peer group and widen your network. The knowledge gained from this Business Analytics Nanodegree programme will help make you a better data analyst or data scientist. 

...Read More
3 Months
Beginner
₹ 20,500
Skills Covered:
SQL knowledge Tableau knowledge Knowledge of Excel

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Certificate

Data Product Manager

The Data Product Manager certification course helps you learn how to leverage market data to amplify product development. You will learn to leverage the power of SQL and Tableau; build data pipelines and warehousing strategies which prepare data collected from a product for effective analysis. Also, the techniques used for evaluating the data from live products.

Moreover, the Data Product Manager programme will help you understand the role of data product managers within organisations and solve problems using data science, machine learning, and artificial intelligence. You will also learn to analyse the results captured in statistical analysis and transform them into insights to inform product designs.

Besides, completing the Data Product Manager by Udacity will make you adept at handling data infrastructure components, including data producers, data consumers, data storage, and data processing. You will become proficient in understanding the type of data that can be collected using quantitative versus qualitative methods, and how to interpret them.

...Read More
3 Months
Intermediate
₹ 20,500
Skills Covered:
Data science knowledge SQL knowledge Tableau knowledge Machine learning Knowledge of Artificial Intelligence

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