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inDataAnalyticsAnd
HowToAvoidThem
6CommonMistakes
www.cetpainfotech.com
TableofContent
• Ignoring the Business Objectives
• Absence of Data Cleaning Practices
• Overlooking Data Quality and Source
• Misunderstanding Metrics and KPIs
Misunderstandin
g Metrics and
KPIs
A common mistake among beginners is using KPIs without truly
understanding what they measure. Metrics like “bounce rate” can have
different meanings depending on the context. Before beginning any analysis,
define all key metrics clearly. If you're undergoing a data analytics course in
Noida, make sure your learning includes metric interpretation and business
context.
Lack of
Soft Skills
Data analytics skills are not just about numbers.
The ability to communicate insights clearly and
influence decisions is just as crucial as technical
skills. Work on your communication and
presentation skills. Also, learn how to explain
complex data findings in simple terms.
Data analytics is a rapidly evolving field. New tools,
techniques, and frameworks are introduced frequently.
Failing to stay updated with the latest tools and technologies
can make your skills obsolete. Enroll in an updated data
analytics course to keep your knowledge current. You can
also join communities and forums where professionals
discuss trends and challenges.
Not Keeping Up
With Industry
Trends
+91-9212172602 query@cetpainfotech.com
You!
Thank

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6 Common Mistakes in Data Analytics And How To Avoid Them.pptx

  • 2. TableofContent • Ignoring the Business Objectives • Absence of Data Cleaning Practices • Overlooking Data Quality and Source • Misunderstanding Metrics and KPIs
  • 3. Misunderstandin g Metrics and KPIs A common mistake among beginners is using KPIs without truly understanding what they measure. Metrics like “bounce rate” can have different meanings depending on the context. Before beginning any analysis, define all key metrics clearly. If you're undergoing a data analytics course in Noida, make sure your learning includes metric interpretation and business context.
  • 4. Lack of Soft Skills Data analytics skills are not just about numbers. The ability to communicate insights clearly and influence decisions is just as crucial as technical skills. Work on your communication and presentation skills. Also, learn how to explain complex data findings in simple terms.
  • 5. Data analytics is a rapidly evolving field. New tools, techniques, and frameworks are introduced frequently. Failing to stay updated with the latest tools and technologies can make your skills obsolete. Enroll in an updated data analytics course to keep your knowledge current. You can also join communities and forums where professionals discuss trends and challenges. Not Keeping Up With Industry Trends