Page 44 - Best Online IT Software Courses & Certifications 2025

Offered by

IBM via Coursera

Certificate

Introduction to Artificial Intelligence (AI)

Artificial Intelligence is an emerging field with numerous applications in different domains including science and technology, healthcare and even education. Students irrespective of their educational background are fascinated by the possibilities they can explore in AI. Thus, they need a course that not only confines them to theoretical aspects but also provides them practical exposure and leaves them with novice ideas for building a career.

In Introduction to Artificial Intelligence (AI) Certification by Coursera, course participants, besides getting a basic insight into Artificial Intelligence, will explore various cases and applications of AI. Introduction to Artificial Intelligence (AI) Certification Syllabus shall help them understand the terminology and concepts like deep learning, machine learning and neural networks. It will also provide exposure to out-of-the-book concepts in AI like ethics and bias.

Being a beginner-level course, learners need not possess any computer science or programming expertise beforehand. Anyone with or without a technical background shall acquire skills while studying at their own pace in online mode with flexible deadlines. The Introduction to Artificial Intelligence (AI) certification course is developed by IBM

4 Weeks

Beginner

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Skills Covered:

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

Offered by

IBM via Coursera

Certificate

Getting Started with AI using IBM Watson

The Getting Started with AI using IBM Watson certification course is offered by IBM through the platform of Coursera. The programme will discuss the basics of artificial intelligence using IBM Watson. The programme mainly includes the topics such as the working of Watson, its several artificial intelligence services, how to build apps using Watson services from IBM, and many more.

The Getting Started with AI using IBM Watson online course not only talks about the theoretical aspects of the subject matter but also the real-life cases of the market and the current situations prevailing in the industry. This beginner-level programme includes several readings, video lectures, quizzes, assignments, tests, practice exercises that are divided into four different modules. The course is a hundred percent online programme and thus available for students at all times. The Getting Started with AI using IBM Watson certification syllabus requires only 9 hours of the time from the schedule of students to learn from this course. The course grants a certificate at the end of the course if the student completes the entire course successfully.

4 Weeks

Beginner

₹ 3,198

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Skills Covered:

Machine learning Knowledge of Artificial Intelligence

Offered by

IBM via Edx

Certificate

Artificial Intelligence for Everyone Master the Basics

4 Weeks

Beginner

₹ Free

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Offered by

Google via Edx

Certificate

Google Artificial Intelligence for Anyone

4 Weeks

Beginner

₹ Free

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Offered by

TMU via Futurelearn

Certificate

Applications of AI Technology

Through the Applications of AI Technology certification by Futurelearn, you will understand how artificial intelligence technology is affecting and shaping the future of four key areas of today’s world. You will focus on one area every week. Each topic includes a specific idea of how AI influences that area in the future.

The Applications of AI Technology certification by FutureLearn incorporates the application of AI studies in four different areas. Deep Learning algorithms, intelligent systems, AI in medical health, and AI in fisheries management are covered in the course. With intelligent systems, you will explore genetic algorithms, neural networks, and particle swarm optimisation.

You will learn how machine learning is extremely helpful in forecasting models and finding clinical data patterns. With deep learning lessons, you will be introduced to methods of how virtual reality (VR) is used to train self-flying drones. Finally, with the Applications of AI Technology online course, you will investigate fisheries management. The course will also cover how AI can help bring sustainability to ocean fisheries.

4 Weeks

Intermediate

₹ Free

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Skills Covered:

Machine learning Knowledge of Artificial Intelligence Knowledge of deep learning

Offered by

TMU via Futurelearn

Certificate

AI and Big Data in Global Health Improvement

The AI and Big Data in Global Health Improvement certification course teach the candidates how data sharing with the help of AI and Big Data can lead to global health improvement and patient safety. Its impact was quite apparent during the COVID-19 pandemic. This course will look at the advantages and disadvantages of exchanging healthcare data globally.

The AI and Big Data in Global Health Improvement certification by Futurelearn and Taipei Medical University are developed by industry experts who shall cover what the future of medical development, care, and accessibility look like when powered by Artificial Intelligence and Big Data. One will also be able to discover what kind of strategies are used by government agencies, and publishers so that they can access the different types of medical datasets.

The AI and Big Data in Global Health Improvement online course will also delve into the future of medical advancement, health care management, and more with the help of industry experts. You'll also learn about the methods that governments, funding bodies, universities, and publishers utilize to gain access to datasets.

4 Weeks

₹ Free

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Skills Covered:

Knowledge of Big Data Knowledge of Artificial Intelligence

Offered by

CloudSwyft Global Systems, Inc via Futurelearn

Certificate

Applied Artificial Intelligence: Computer Vision and Image Analysis

In the Applied Artificial Intelligence programme by FutureLearn, you will study all about the Image Analysis techniques and why computer vision is critical to AI projects. This online course will run for four weeks, requiring at least five hours of weekly study.

From Edge Detection, K-means clustering to Watershed & Distance Transformation, the Applied Artificial Intelligence certification syllabus will cover fundamental classical Image Analysis techniques comprehensively. This exercise will help you increase your knowledge of Image Analysis as used in AI.

Moreover, the Applied Artificial Intelligence online programme follows a self-paced approach, ensuring you can complete the course steps comfortably. Also, this course is replete with a variety of learning aids, from a 'Progress' page to keep track of your assessment scores to bite-sized videos for easy comprehension.

You also receive a digital certificate on completing the 'steps' in the Applied Artificial Intelligence course, accredited by Microsoft. Also, the certificate link can be added to your CV or LinkedIn profile.

4 Weeks

₹ 900

Compare

Skills Covered:

Knowledge of Artificial Intelligence

Offered by

University of Montreal, Montreal via Edx

Certificate

Bias and Discrimination in AI

In an era of big data and social media, we have huge amounts of datasets at our disposal. Hence, it is necessary to address the loopholes that may be present in Artificial Intelligence technologies. The Bias and Discrimination in AI certification courses are designed to investigate the technical and social dimensions of fairness and bias in algorithm design and machine learning.

The inequalities related to socio-economic status, skin colour, and gender that are deeply rooted in our society have already made their way into the Artificial Intelligence systems utilised for decision making. The Bias and Discrimination in AI course by edX will explore the impacts of such biases and raise awareness about the same. The four-week programme is curated by the University of Montreal, a leading French-language institute based in Canada.

The growing usage of AI across all sectors raises considerable social justice and ethical concerns. Therefore, Bias and Discrimination in AI online courses will make you informed about how AI discrimination can have drastic effects on our daily lives. Students must have a fundamental understanding of machine learning to pursue the MOOC. The candidates will be proceeding to the course in a self

4 Weeks

Intermediate

₹ Free

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Skills Covered:

Machine learning Knowledge of Artificial Intelligence

Offered by

University of Illinois, Urbana Champaign via Coursera

Certificate

Digital Marketing Analytics in Practice

The conversion of consumer behavior into useful company information is what digital marketing analytics accomplish. Businesses may learn more about what consumers are doing online, why they are doing it, and how to use this information to create more effective digital marketing campaigns with the aid of digital analytics tools. Digital Marketing Analytics in Practice online certification is designed by the University of Illinois at Urbana-Champaign and taught by Kevin Hartman - Visiting Professor & Head of Analytics at Google, which is delivered by Coursera.

Digital Marketing Analytics in Practice online training provides 20 hours of extensive lectures designed to educate participants with the foundation needed to apply data analytics to real-world difficulties that digital marketers face regularly. Digital Marketing Analytics in Practice online classes discuss topics like digital marketing, web analytics, web scraping, dashboarding, and storytelling, as well as provide an understanding of the practical approach to planning, collecting, analyzing, and reporting data.

4 Weeks

Beginner

₹ 6,638

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Skills Covered:

Digital marketing skills Knowledge of Web Analytics Knowledge of Data Visualization Storytelling

Offered by

Amazon Web Services via Edx

Certificate

Migrating to the AWS Cloud

The Migrating to the AWS Cloud online course is an intermediate-level programme brought to you by the AWS team themself. You will learn how to analyse your current environment, plan your migrations, map out the actual steps involved and execute them to migrate your workload onto the AWS Cloud.

All you need to do is dedicate two to four hours to the Migrating to the AWS Cloud certification course every week for four weeks, and you will be able to migrate your workloads and on-premises applications to the AWS Cloud. You can audit this course for free or pay for the certification, and enjoy numerous other benefits, including hands-on lab exercises.

All students enrolled in the Migrating to the AWS Cloud training programme can participate in weekly quizzes and discussions and access code samples and example applications on AWS migration, AWS Cloudendure, AWS Cloud endure, and others. They can watch the video lectures in their own time, and with the English transcripts, they should have absolutely no difficulty following along. If you opt for the course completion certificate, you can also enjoy many employment-related benefits. Edx has 2 tracks namely the audit track and the verified track which allows the students to finish learning the course. In the audit track, the candidates will be getting limited but free access to the course materials. Similarly during the verified track, the candidates will get unlimited but paid access to the course materials.

4 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Knowledge of AWS Technology

Offered by

IBM via Edx

Certificate

Building Cloud Native and Multicloud Applications

4 Weeks

Beginner

₹ Free

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Offered by

Microsoft Corporation via Edx

Certificate

Microsoft Service Adoption Specialist

The Microsoft Service Adoption Specialist certification course by edX is a basic course in which the learner will become familiar with the six basic components of driving reception of your Microsoft cloud administrations to convey an incentive to your organization. The course is pertinent to any estimated organization and utilizes Office 365 and Microsoft Groups as the model support to make certifiable situations.

Microsoft Service Adoption Specialist training is planned for preparing, interchanges or selecting staff just as IT experts that deal with office 365 sending. You will learn particulars about the basic components in effective selection arranging and execution including the structure of an administration reception group step by step instructions to make administration methodology and achievement measures specialised strategies for preparing and administration mindfulness criticism and network the board apparatuses and specialised status components.

The duration of the Microsoft Service Adoption Specialist training course is 4 weeks. In a self-paced course, candidates can study according to their own time. An effort of 2-4 hours per week will be required to cover up the course. The candidate can access Microsoft Service Adoption Specialist training for free but to get a verified certificate by edX they must upgrade their course.

4 Weeks

Beginner

₹ Free

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Skills Covered:

MS Office skills

Offered by

Google via Coursera

Certificate

Configuration Management and the Cloud

In the online certification programme on Configuration Management and the Cloud by Coursera, the students will be learning to apply the methodologies and applications of the cloud management system. The process of automation will also be covered in detail in the Configuration Management and the Cloud training.

The course is hosted in the digital medium and the students over a tenure of 16 hours and will discuss in details the topics of- Templating a Customized VM, Cloud Scale Deployments, Cloud Infrastructure as Code, Customizing VMs in GCP, Change Management, Getting Alerts When Things Go Wrong, Getting Started with Monitoring, Service-Level Objectives, Identifying Where the Failure Is Coming From, Understanding Limitations, Basic Monitoring in GCP and others.

The Configuration Management and the Cloud certification syllabus will be taught by the industry professionals. The course has been offered by Google and is being organized by Coursera. The programme is a beginner-level online course.

4 Weeks

Beginner

Compare

Skills Covered:

Knowledge of cloud computing

Offered by

Google via Coursera

Certificate

Modernize Infrastructure and Applications with Google Cloud

In the course on Infrastructure and Application Modernization with Google Cloud by Coursera, the students will be learning and studying about the importance of Google cloud, in the domain of the new emerging technologies. The course over its tenure will in detail cover the topics of- Hybrid and multi-cloud, Identity and access management, Resource hierarchy and trust boundaries, Security, GCP's core products and solutions, Compute, AI and ML with GCP, Real-world use cases for ML, ML data requirements and others.

The Infrastructure and Application Modernization with Google Cloud certification syllabus will be describing the key principles which are involved in building an infrastructure that is in sync with the evolving google cloud technology. The course provides students with a deep understanding of both the technical intricacies and its real-world application.

4 Weeks

Beginner

₹ 3,275

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Skills Covered:

Knowledge of cloud computing

Offered by

Google

Certificate

Hybrid Cloud Multi-Cluster with Anthos

The course provides an online learning experience to all its participants. The programme is in association with the platform of Coursera. The Hybrid Cloud Multi-Cluster with Anthos certification course is a part of the course named Architecting Hybrid Cloud Infrastructure with Anthos Specialization.

The course will discuss the aspects of multi-cluster Kubernetes infrastructure and its usage with Anthos GKE and Istio based service mesh. This is an advanced level of the programme which takes around eleven to twelve hours to finish the entire Hybrid Cloud Multi-Cluster with Anthos certification syllabus. The online course provides the programme with the alternative of self-paced learning that lets the students complete the course according to their planned schedules.

The content of the programme is categorised on the basis of weeks and every week a new topic is discussed. The programme comprises a total of four weeks. The study material of the online programme can be accessed without making any extra payment. It includes assignments, assessments, video sessions, readings, quizzes, platforms to discuss doubts, etc. The Hybrid Cloud Multi-Cluster with Anthos online course allows the students to be a certified user of the course through the means of a certificate that can be achieved at the end of the programme.

4 Weeks

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Offered by

Google via Coursera

Certificate

Essential Google Cloud Infrastructure: Foundation

4 Weeks

Intermediate

₹ 4,117

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Offered by

National Institute of Electronics and Information Technology, Haridwar

Certificate

Cloud Computing

4 Weeks

Beginner

₹ 2,832

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Offered by

IIT Ropar (IIT-RPR)

Certificate

Data Science L2 Program

The high-level digitisation of processes across various industries is rising. This has fuelled the popularity of data science technology. The Data Science L2 programme aims to provide you with the entire toolkit for becoming a Data Scientist. You WILL also receive a valuable certificate after meeting certain eligibility criteria.

The Indian Institute of Technology (IIT), Ropar, accredits the Data Science L2 online course. This module-based programme spans 4 weeks, where you will learn through live online sessions and case studies. Plus, you will work on a capstone project and understand how to apply your learnings for tackling real-life business cases. The curriculum will make you proficient in logistic and linear regressions in Python, factor analysis, pre-processing data, and other vital areas.

Throughout the Data Science L2 online programme by IIT Ropar, you will explore in-demand data skills. These include Machine Learning (ML) with sci-kit-learn and stats models, Natural Language Processing (NLP), advanced statistical analysis, computer vision, etc. You will also learn Python programming with Seaborn, matplotlib and NumPy.

4 Weeks

Compare

Skills Covered:

Knowledge of Python Machine learning Data science knowledge

Offered by

UM–Ann Arbor via Edx

Certificate

Data Science Ethics

The Data Science Ethics certification course focuses on the learning of working with privacy ethics, data sharing and algorithmic decision-making. As patients, we worry for the safety of our medical records; but as patients, we still expect to benefit from the review of the evidence in the medical records. As people, we want a fair hearing before we are convicted for a crime; but as citizens, we want to deter the terrorists before they attack us. As a moral choice, we appreciate the recommendations we get from data-driven algorithms in the Data Science Ethics by edX; but as decision-makers, we are still worried about unintended bias. Often data scientists master the instruments of commerce and get to work straight away, without appreciating the real implications of their work.

This Data Science Ethics online course focuses on ethics directly relevant to data science and provides you with a context for examining these questions. This concept focuses on ethics, which are common principles that tend to discern right from wrong. Ethics were not the rule, but they were generally the foundation of the law. The learners can pursue the programme in two varied tracks; verified and audit track. In the verified track, the learners will get unlimited access and a certificate. In the audit track, they will get access to the course for a limited duration.

4 Weeks

Beginner

₹ Free

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Skills Covered:

Data science knowledge

Offered by

UMD via Edx

Certificate

Data Science and Agile Systems for Product Management

The Data Science and Agile Systems for Product Management Live Course is an intermediate-level course that deals with the new and advanced methods in data science and agile systems. The course will analyse the product management processes that deliver faster, higher quality, and fault-tolerant products regardless of the industry by utilizing the latest in Agile, DevOps, and Data Science.

The Data Science and Agile Systems for Product Management Certification Course is a self-paced course that is taught within 4 weeks allowing the learners to progress at their own pace. The course offered on the edX platform will be coordinated by John Johnson, distinguished faculty of the University of Maryland.

The Data Science and Agile Systems for Product Management Training Course helps learners achieve a Professional Certificate in Product Management. There are no prerequisites mentioned for the course. The Data Science and Agile Systems for Product Management classes will be conducted through online study materials. The final performance of the candidates will be assessed through graded assignments and exams. EdX provides two different options to join the programme, namely, verified and free tracks. The verified mode provides unlimited access to the course and a certificate of completion whereas the free mode will give audit access to it for a limited period.

4 Weeks

Intermediate

₹ Free

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Skills Covered:

Data science knowledge Knowledge of Product Management

Offered by

UC San Diego via Coursera

Certificate

Code Free Data Science

4 Weeks

Beginner

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Offered by

Futurelearn

Certificate

Introduction to Data Science for Business

4 Weeks

Beginner

₹ 1,300

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Offered by

IBM via Coursera

Certificate

Fundamentals of Scalable Data Science

The Fundamentals of Scalable Data Science online course is a beginner level programme that will introduce the students to crucial and fundamental topics of data science. The course talks about the concepts of the subject matter such as Apache spark with the usage of Pyspark and Python, its applications, preprocessing of data, and others. Students can get a preview of the programme and the course can be accessed for free for a period of seven days. The Fundamentals of Scalable Data Science training course is also available in the audit mode as well as in subscription mode.

Students are free to choose the mode of their course according to their requirements. The course is provided in association with IBM. The Fundamentals of Scalable Data Science certification syllabus of the programme needs to be completed in the meantime of 21 hours. This self-paced learning programme by Coursera allows the user to choose their study schedules according to their comfort. Since this is a beginner level programme, the course does not require the user to have any prerequisites for getting into the course. If the student chooses to get a subscription to the Fundamentals of Scalable Data Science classes course, he or she will be eligible to get a certificate for the course at the end upon the completion of the curriculum.

4 Weeks

Beginner

₹ 4,018

Compare

Skills Covered:

Statistical skills Knowledge of Python Knowledge of Apache Spark

Offered by

IBM via Coursera

Certificate

What is Data Science

The Data Science certification course duration is 11 hours (approximately). This programme is a beginner-level course and candidates can learn at their own pace with flexibility. The course focuses on providing the fundamentals of data science and its significance in today's data-driven world. Students will gain advice from data science professionals and data scientists.

The certification programme equips the students with Data Science, Big Data, Machine Learning, Deep Learning and Data Mining skills. The Data Science certification by Coursera a foundational understanding of the subject or tool. They will also learn new concepts and gain hands-on projects. The course is taught in English but is also available in 22 other languages.

Also Read: Online Data Science And Machine Learning Courses & Certifications

4 Weeks

Beginner

₹ 4,117

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Offered by

IBM via Coursera

Certificate

Data Science Methodology

The duration of the Data Science Methodology certification course is 6 hours (approximately). The certification programme supports the students to gain a comprehensive knowledge of data science methodology and all other aspects related to it. This course is designed for beginners, allowing students to progress at their own speed and with ease.

The students will gain in-depth knowledge of applying the six stages in the Cross-Industry Process for Data Mining (CRISP-DM) methodology to analyse a case study. The Data Science Methodology certification by Coursera provides Data Science, Data Analysis, CRISP-DM, Methodology, Data Mining skills to the students. They will be able to apply the learned fundamentals in real-world scenarios.

Also Read: Online Data Science With Artificial Intelligence Courses & Certifications

4 Weeks

Beginner

₹ 4,117

Compare

Offered by

Eindhoven University of Technology, Eindhoven via Futurelearn

Certificate

Introduction to Process Mining with ProM

The Introduction to Process Mining with ProM course is being imparted by FutureLearn to provide the learners an understanding of process mining. This course has been developed by Eindhoven University of Technology, it is a design-oriented and research-driven university of technology. Process mining integrates business process management along with data science.

Taking the Introduction to Process Mining with ProM classes will teach the participants how to use a free, open source process mining framework to visualize, analyze, and improve processes based on data.

Participants will be able to visualize and analyze business operations based on the recorded event data of their logs. By pursuing the online Introduction to Process Mining with ProM certification programme will develop a critical and a process-centric perspective towards data, which is not possible in case of machine learning techniques or classical data mining. The Introduction to Process Mining with ProM syllabus has been designed in a manner that will develop proficiency in various process mining techniques such as social network analysis, conformance checking and performance analysis. Learners will be equipped to analyze the usage of public transportation by people, substantiate whether the bank loan application process is executed correctly, assess the learning behavior of students in a MOOC for course contents improvement and to predict when hardware parts are likely to break down.

4 Weeks

Compare

Skills Covered:

Data science knowledge

Offered by

Eindhoven University of Technology, Eindhoven via Futurelearn

Certificate

Process Mining in Healthcare

The Process Mining in Healthcare course by Future Learn is a special course that teaches all about the process of mining and gives a detailed study and explanation for students.

The students will obtain various skills and techniques of process mining such as analyzing healthcare data, improvising, using the ProM lite tool, event log filtering, event log inspection, and so on. The duration of the Process Mining in Healthcare classes are four weeks. By the end of the fourth week, students will gain plenty of knowledge and skills in process mining. The curriculum is designed by professionals in such a way that every topic is covered in these four weeks without any rush.

This Process Mining in Healthcare certificate course is developed by the Eindhoven University of Technology which is a prestigious research-driven university of technology. The Process Mining in Healthcare syllabus is designed by the universities which let the students have in-depth learning and understanding about the concepts. The professors taking the Process Mining in Healthcare classes are highly-trained and experienced in the subject who are from popular universities. It is an online course where students can learn from the comfort of their homes. Overall, it is such a well-designed course that creates an opportunity to study process mining.

Also Read: Introduction to Process Mining with ProM

4 Weeks

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Skills Covered:

Data science knowledge

Offered by

University of Dundee, Dundee via Futurelearn

Certificate

Data Science in the Games Industry

4 Weeks

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Offered by

Davidson College, Davidson via Edx

Certificate

Data Science for Social Justice

4 Weeks

Intermediate

₹ Free

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Offered by

HBS Boston

Certificate

Data Science for Business

A launch by Harvard Business School Online, Data Science for Business certification is an online course for 4 weeks. With this course, candidates can leverage the time according to their own convenience, within stated deadlines. Again, this Data Science for Business training course consists of nearly 20 hours of material that is taught over 4 weeks. Data is used everywhere, and it is the prediction of tomorrow. This certification course will actually train the participants to become more capable managers who will effectively tackle Business decisions.

Moreover, the Data Science for Business online training offers a course completion certificate by just completing 6 modules and associated quiz materials. The best part is that one can even share their certificates online using a professional Linkedin platform. So, for improvement in making decisions, and Communication of these decisions to the members, this course can prove to be effective. So if candidates want to stop using bad data then they must consider this Data Science for Business online course.

4 Weeks

Beginner

11 March 2025 - 08 April 2025

$ 1,600

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