Big data analytics is significant because it allows businesses to use their data to uncover areas for improvement and optimization. Increasing efficiency leads to more intelligent operations, bigger earnings, and pleased consumers across all company sectors. Read more @ https://pubrica.com/academy/manuscript-writing/how-to-prepare-a-manuscript-on-big-data-analytics/

1. HOW TO PREPARE A
MANUSCRIPT ON BIG
DATA ANALYTICS
An Academic presentation by
Dr. Nancy Agnes, Head, Technical Operations,
Pubrica
Group: www.pubrica.com
Email: sales@pubrica.com

2. • Big Data Analytics refers to the process of examining large and complex datasets to
uncover hidden patterns, correlations, and insights.
• It involves the use of advanced analytical techniques and tools to extract meaningful
information from vast amounts of data.
• This blog offers a broad approach to manuscript preparation with Big Data Analytics and
steps to assist you in the research paper preparation process.

3. INTRODUCTION
• Big data analytics is significant because it allows businesses to
use their data to uncover areas for improvement and
optimization.
• Increasing efficiency leads to more intelligent operations,
bigger earnings, and pleased consumers across all company
sectors.
Contd...

4. Contd...
Big data allows market data analysis in research to apply more advanced analytical
methodologies, like machine learning and artificial intelligence, to understand customer
behaviour and preferences better.
What is the role of big data analytics in research?
• Preparing a manuscript on Big Data Analytics requires careful attention to detail and
adherence to standard scientific writing guidelines.
• Here's a step-by-step guide to help you in the manuscript analysis preparation
process:

5. Title and Abstract:
Contd...
• Begin with a brief and informative title that
appropriately describes the content of your
APA manuscript document format.
• Follow it with an abstract summarising your
study's key objectives, methods, results, and
conclusions.

7. Introduction:
Contd...
• Please provide a clear and concise introduction to
the topic, including the significance of Big Data
Analytics and its relevance to the research data
analyst field.
• Highlight the specific data analysis in your study's
qualitative research problem or research question.
• Provide a brief overview of existing literature and
explain how your work contributes to the current
knowledge.

8. • Describe the data sources, data collection methods, and data preprocessing
techniques used in your study.
• Explain the analytical techniques, algorithms, and statistical methods employed
for secondary data analysis.
• Clearly state any assumptions made during the data analysis.
Methodology:
Contd...

9. • Present your findings in a logical and organized manner.
• Utilize visual aids such as charts, graphs, and tables to enhance data presentation.
• Provide detailed descriptions of the results, highlighting the key observations and
trends.
• Ensure that your results are reproducible by including sufficient information on the
analysis process.
Results:
Contd...

10. • Interpret the results and relate them to the health data research UAE objectives
and previous studies.
• Discuss any limitations or biases in your study and propose potential solutions.
• Address any unexpected or inconsistent results and offer possible explanations.
• Identify the implications of your findings and their significance for the field of Big
Data Analytics.
Discussion:
Contd...

11. • Summarize the main findings of your study and their implications.
• Highlight the contributions of your research paper and suggest future directions for
further investigation.
Conclusion:
Contd...
• Cite all the relevant sources you have referenced throughout your manuscript.
• Use a consistent citation style (e.g., APA, MLA, or IEEE) and follow the target journal's
or conference's formatting guidelines.
References:

12. • Ensure all figures and tables are clear, well-labelled, and understandable.
• Include detailed captions that describe the content of each figure or table.
Figures and Tables:
Contd...
• Follow the specific formatting and style guidelines the target journal or conference
provides.
• Use a consistent font, spacing, and margin size throughout the manuscript.
• Proofread your manuscript editing carefully to eliminate grammatical, spelling, or
typographical errors.
Formatting and Style:

13. • Share your manuscript with colleagues or mentors for feedback and suggestions.
• Revise your manuscript based on the feedback received, addressing any concerns or
comments raised.
• Repeat the review and revision process until you are satisfied with the final version.
Review and Revision:
Contd...
• Reviewing the guidelines and instructions provided by the target journal or conference before
submitting your manuscript is essential.
• Adhering to their specific requirements will increase your chances of successful publication.
• To know more about Manuscript Data analytics, check our study guide. How should a data-
analysis write-up for a manuscript be formatted?

14. • The future scope for a guide to manuscript preparation with Big Data Analytics lies in
adapting to emerging technologies, addressing ethical and regulatory concerns,
promoting collaboration and reproducibility, enhancing data visualization techniques, and
catering to the interdisciplinary nature of big data applications.
• ·Check our manuscript data analysis sample work to know and learn more about
"Achieving Change Through Diagnostic Analysis: Introduction".
Future Scope of Big Data Analytics:
Contd...

15. • Pubrica's researchers and data science team use advanced machine learning (ML)
techniques to analyze the data.
• Our comprehensive data analytics and ML services include text mining and natural
language processing, medical imaging analyses, semantic annotation, deep learning
application, predictive modelling for personalized treatment, algorithm flow charts or
rule-making medical recommender systems, and visual analytics for healthcare.
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