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Dr Venugopala Rao Manneni
Dr Venugopala Rao Manneni

Dr Venugopala Rao Manneni

Learner, Practitioner & Teacher

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Category: data science related

Future Job skill set

June 7, 2020April 12, 2022
Venugopal Manneni
data science related, Learning data science

As per Bernard Marr, (https://www.youtube.com/watch?v=MtJKnB9m45E) Most of the companies looking for below mentioned 10 important job skills in the era of Industry 4.0, for the next 10-20 years. Data Literacy (Understand data/how to use/ extract insights from data and turns

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Future Technology stack

May 31, 2020April 12, 2022
Venugopal Manneni
data science related, Learning data science

As per  Benard Marr on his latest  book “Tech Trends in  Practice” , The below are the top 25 Technology Trends which drives the Industry 4.0, Which transforms the  business across the world between 2020-2030 and they are: Artificial Intelligence

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Making ML More Meaningful with Interpretability

April 25, 2020April 12, 2022
Venugopal Manneni
case studies, data science related, Learning data science

Objective: Understanding the fairness of the complex machine learning algorithms to apply real time scenario with more and clear interpretability. Approach: Without reasonable understanding of how a model or data science pipeline works, real world projects rarely succeed. This study

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knowledge Recap – ANN

April 13, 2020April 12, 2022
Venugopal Manneni
data science related, Learning data science

As the world is witnessing an unprecedented outbreak of mass proportions, and all of us are doing our bit by ensuring ‘social distancing’, essentially locking ourselves inside our own homes, totally avoiding social interactions. While our physical office stays closed

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Refresh knowledge

April 5, 2020April 12, 2022
Venugopal Manneni
data science related, Learning data science

As the world is witnessing an unprecedented outbreak of mass proportions, and all of us are doing our bit by ensuring ‘social distancing’, essentially locking ourselves inside our own homes, totally avoiding social interactions. While our physical office stays closed

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Industry 4.0

March 26, 2020April 12, 2022
Venugopal Manneni
data science related, Learning data science

The innovations that data science made the industries  Being  proactive rather than reactive   Earlier reports are static now it’s dynamic and online at that moment It’s not about Volume it’s about value you need to look for   Earlier

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The Analytical revolutions I have seen in my career

October 7, 2019April 12, 2022
Venugopal Manneni
data science related, Learning data science

With over 15yrs of experience in the analytics industry, I have seen the transformation it has undergone; on some aspects I would say that the change has been drastic, whereas on some other aspects, not much in terms of the

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Strategy Formulation: Looking beyond variable importance

June 8, 2019April 12, 2022
Venugopal Manneni
case studies, data science related

For businesses, while it is important to have an accurate model, an interpretable model is equally important.  Since apart from wanting to know what our model’s prediction is, we also wonder why it is this high/low and which features are

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The Art of Effective Visualization in Data Exploration

April 3, 2019April 12, 2022
Venugopal Manneni
data science related, Learning data science

Exploratory Data Analysis (EDA) refers to the critical process of performing initial investigations on data so as to discover patterns, to spot anomalies,to test hypothesis and to check assumptions with the help of summary statistics and graphical representations. This phase

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About Me

 

A doctor in statistics from Osmania University, Venugopala Rao Manneni is an experienced data analyst who has over 15 years of work experience in a diverse areas of verticals such as manufacturing, service, media, telecom, retail, pharma and education. Prior to Juxt-Smart Mandate, he has worked with reputed organizations like TNS India (Kantar, WPP) and NFO MBL and served clients across UK, France and Asia Pacific region… read more

Recent Post

  • Trajectory based clustering
  • AI Is Not One Technology — It’s a Stack of Choices
  • categoricl clustering
  • How to Explain Core Machine Learning Models 
  • Deep Learning Simplified

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