DATA SCIENCE & ANALYTICS

Upgrad's Knowledge Base

Understanding Backpropagation in Neural Networks: An Example-Based...

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Backpropagation might sound a bit gimmicky, but in simple terms, it is the route through which advanced neural network...
Upgrad's Career Guidance (2)

Advanced Neural Networks: From Theory to Practice

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Advanced neural networks are at the forefront of the development of advanced capabilities in natural language processing, speech recognition,...
Upgrad's Knowledge Base

AWS Fundamentals Course: Your Path to Cloud...

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Offering over 200 fully featured services to global data centres, Amazon Web Services (AWS) is one of the world's...
Upgrad's Knowledge Base

Excel in Data Analysis with Advanced Excel...

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Excel expertise is necessary for anyone hoping to succeed in data analysis in today's data-driven environment. Excel is a...

DIGITAL MARKETING

Career Guidance

Top Universities Offering Digital Marketing Master’s Programs

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The field of marketing is rapidly evolving in the digital age. A postgraduate degree in this area will provide...
Upgrad's Career Advise

Digital Marketing Salary in Singapore: What to...

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The internet has connected billions across the globe, shaping businesses and how consumers engage with brands. Digital channels provide...
Blockchain Supply Chain Future

Top Digital Marketing Courses in Singapore for...

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A digital marketing course in Singapore can set you up for success in today's digitally-driven world. With brands rapidly...
Upgrad's Knowledge Base

How to Develop an Effective Content Marketing...

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Developing an effective content marketing strategy is crucial for businesses looking to reach new audiences, increase brand awareness, generate...

DBA COURSES

Upgrad's Knowledge Base

Exploring Key Types of Quantitative Research in...

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Quantitative research aims to quantify data and apply statistical analysis to explain a phenomenon, test hypotheses, or predict outcomes....
Career Guidance

Dissertation vs Thesis: Which is Right for...

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As you pursue graduate-level programs like a Master's or PhD, two major academic requirements you will encounter are writing...
Upgrad's Career Guidance

Why Choose an Integrated Dual Degree? Benefits...

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Pursuing an integrated dual master's degree allows students to get two complementary degrees in a streamlined manner, offering significant...
Upgrad's Knowledge Base

Networking Strategies for DBA Professionals

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Networking is important for DBA (Database Administration) professionals to share knowledge and advance their careers. Building connections in the...

Machine Learning & AI

Latest Articles

Marketing analytics is becoming an indispensable part of business in today's highly competitive landscape. Companies rely on data and insights to boost sales, predict...

Product Management

Upgrad's Knowledge Base

Importance of Product Certificate of Analysis in...

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A product's quality directly impacts consumer safety and satisfaction. Stringent quality control measures are thus critical across production cycles...
Upgrad's Knowledge Base

Role of a New Product Development Manager:...

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In today's competitive markets, companies need new products to stay ahead. The new product development manager leads teams to...
Upgrad's Career Guidance

Exploring Careers in Product Development: Opportunities and...

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Product development has become more exciting and challenging with recent technological advancements. As companies rush to introduce their products...

Exploring Careers in Product Research: Job Roles...

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As top brands rush to launch new products often, product development roles are increasingly gaining steam. Possessing product research...

MACHINE LEARNING & AI

Upgrad's Knowledge Base

Federated Learning: Collaborative Machine Learning Without Data...

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Federated learning is a new approach to machine learning that enables collaborative training without sharing private data. Typically, machine...
Upgrad's Knowledge Base

Advanced Reinforcement Learning: Algorithms and Real-World Applications

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Reinforcement learning (RL) is a type of machine learning where software/machine learns by receiving rewards and punishments for its...
Upgrad's Knowledge Base

Advanced Techniques in Anomaly Detection: Applications and...

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Anomaly detection means identifying unusual points that stray from normal data patterns. As more data accumulates, anomaly detection is...
Upgrad's Career Advise

Learn AI in Singapore: Top Courses and...

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With the rise of technologies like active learning AI, AI and machine learning, there has never been a better...

Latest Articles

Marketing analytics is becoming an indispensable part of business in today's highly competitive landscape. Companies rely on data and insights to boost sales, predict...