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Manish Bhoge
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  • Bangalore, Karnataka
  • India
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Manish Bhoge's blog post was featured

(R + Python)

Both R & Python should be measured based on their effectiveness in advanced analytics & data science. Initially, as a new comer in data science field we spend good amount of time to understand the pros and cons of these two. I too carried out this study solely for “self” to decide which tool should i pick to get in depth of data science. Eventually, i have started realizing that both (R & Python) has its space of mastery along with their broad support to data science. Here some…See More
Feb 8
Manish Bhoge posted a blog post

(R + Python)

Both R & Python should be measured based on their effectiveness in advanced analytics & data science. Initially, as a new comer in data science field we spend good amount of time to understand the pros and cons of these two. I too carried out this study solely for “self” to decide which tool should i pick to get in depth of data science. Eventually, i have started realizing that both (R & Python) has its space of mastery along with their broad support to data science. Here some…See More
Feb 8
Manish Bhoge shared their blog post on Twitter
Dec 25, 2013
Thad commented on Manish Bhoge's blog post Operational Data Science: excerpt from 2 great articles
"Thank you Mr. Bhoge for a concise and useful article. The flow chart on decision making has high face validity and communicates a complex process is an accessible way. In addition, the skill set of the data scientist is likely part philosopher with…"
Dec 16, 2013
Manish Bhoge's blog post was featured

Operational Data Science: excerpt from 2 great articles

The term "Data Science" has been evolving not only as a niche skill but as a niche process as well. It is interesting to study "how" the Big data analytics/Data Science/Analytics can be efficiently implemented into the enterprise. So, along with my typical study of analytics viz. Big data analytics I have been also exploring the methodologies to bring the term "Data Science" into mainstream of existing enterprise data analysis, which we conventionally know as "Datawarehouse & BI". This…See More
Dec 15, 2013
Manish Bhoge posted blog posts
Dec 12, 2013
Manish Bhoge's blog post was featured

Warm-up exercise before data science.

Practicing Data science indeed a long term effort than a learning handful of skills.  We ought to be academically good enough to take up this challenge. However, if you think you came a long way from your academic rebuilding,  but you still have that zeal & passion to take the oil from the data and fill the skill gap of data science then here is the warm-up tips. Below points must exercised before jumping into any data science & data mining problems:Come out of "table-row-column" mode…See More
Oct 19, 2013
Manish Bhoge's blog post was featured

Python Scikit-learn to simplify Machine learning : { Bag of words } To [ TF-IDF ]

Text (word) analysis and tokenized text modeling always give a chill air around ears, specially when you are new to machine learning. Thanks to Python and its extended libraries for its warm support around text analytics and machine learning. Scikit-learn is a savior and excellent support in text processing when you also understand some of the concept like "Bag of word", "Clustering" and "vectorization". Vectorization is  must-to-know technique for all machine leaning learners, text miner and…See More
Sep 25, 2013
Manish Bhoge commented on Manish Bhoge's blog post An indispensable Python : Data sourcing to Data science.
"There was some typo as "eco system" was misspelled as "echo system". Fixed it!"
Aug 30, 2013
Manish Bhoge's blog post was featured

An indispensable Python : Data sourcing to Data science.

Data analysis echo system has grown all the way from SQL's to NoSQL and from Excel analysis to Visualization. Today, we are in scarceness of the resources to process ALL (You better understand what i mean by ALL) kind of data that is coming to enterprise. Data goes through profiling, formatting, munging or cleansing, pruning, transformation steps to analytics and predictive modeling. Interestingly, there is no one tool proved to be an effective solution to run all these operations { Don't…See More
Aug 27, 2013
Manish Bhoge posted a blog post

Big Data : How do you run capacity planning ?

Most of Datawarehouse folks are very much accustomed with the term "Capacity Planning", Read Inmon. This is widely used process for DBA's and Datawarehouse Architects. In an typical project of data management and warehouse wide variety of audience is involved to drive the capacity planning. It involves everyone from Business Analyst to Architect to…See More
Feb 15, 2013
Manish Bhoge commented on Mohammad Tariq Iqbal's blog post Google Spanner : The Future Of NoSQL
"Indeed interesting. Though the impact of such research is enormous the applications are very limited. In my opinion i would see this as more "Google-kind" computing than a general purpose distributed computing need.  My statement…"
Feb 14, 2013
Vijayakumar Ramdoss commented on Manish Bhoge's blog post BiG DaTa & Vectorization
"//If Hadoop itself claim that I am not a replacement of your current enterprise datawarehouse then why you shouldn't first fully grind the existing EDW data and then look at Hadoop opportunities to give an edge to your enterprise…"
Feb 14, 2013
Manish Bhoge posted a blog post

Data analysis beginners

There are lots of topics floating around in the space of data analysis like statistical modeling, predictive modeling. There have always been questions in mind which technique to choose? which is preferred way for data analysis? Some articles and lecture highlight machine learning or mathematical model over statistics modeling limitations. They mention mathematical modeling as a next step of accuracy and prediction. This kind of articles create more questions in mind of naive user.Finally, i…See More
Feb 12, 2013
Manish Bhoge replied to Jason Monte's discussion Hadoop and Data Mining
"Jason, You are completely right in your statement about Hadoop that it is makes data retrieval fater. But it does more than that actually. It has power of distributed computing where you have large number of CPU power to run your…"
Aug 13, 2012
Manish Bhoge posted a blog post

BiG DaTa & Vectorization

 It has been while when Big data entered into the market and buzz the analytics world. Now a day all analytics leaders are chanting about Big data applications. Since I have started with Hadoop technologies and with Machine learning one question has been bugging in mind:Which is a greater innovation Big Data Or Machine Learning & Vectorization?When it comes to analytics Vectorization and machine learning more innovative. Wait a minute, I don't want to be biased and I am not concluding here.…See More
May 13, 2012

Profile Information

Short Bio:
I am working as a Technical Architect in Datawarehousing and Business Intelligence solution for a Retail firm.
Field of Expertise:
Business Analytics, Predictive Modeling, Statistical Programming, Web Analytics, Vizualization, Statistical Consulting
Years of Experience in Analytical Role:
1
Professional Status:
Technical, Consultant
Interests:
Finding a New Position, Networking, New Venture
Your Company:
Target Corporation
Industry:
Retail
How did you find out about AnalyticBridge?
Linkedin

Manish Bhoge's Blog

(R + Python)

Both R & Python should be measured based on their effectiveness in advanced analytics & data science. Initially, as a new comer in data science field we spend good amount of time to understand the pros and cons of these two. I too carried out this study solely for “self” to decide which tool should i pick to get in depth of data science. Eventually, i have started realizing that both (R & Python) has its space of mastery along with their broad support to data science. Here some…

Continue

Posted on February 7, 2014 at 11:22pm

Operational Data Science: excerpt from 2 great articles

The term "Data Science" has been evolving not only as a niche skill but as a niche process as well. It is interesting to study "how" the Big data analytics/Data Science/Analytics can be efficiently implemented into the enterprise. So, along with my typical study of analytics viz. Big data analytics I have been also exploring the methodologies to bring the term "Data Science" into mainstream of existing enterprise data analysis, which we conventionally know as "Datawarehouse & BI". This…

Continue

Posted on December 12, 2013 at 9:30am — 1 Comment

Warm-up exercise before data science.

Practicing Data science…

Continue

Posted on October 18, 2013 at 12:22pm

Python Scikit-learn to simplify Machine learning : { Bag of words } To [ TF-IDF ]

Text (word) analysis and tokenized text modeling always give a chill air around ears, specially when you are new to machine learning. Thanks to Python and its extended libraries for its warm support around text analytics and machine learning. Scikit-learn is a savior and excellent support in text processing when you also understand some of the concept like "Bag of word", "Clustering" and "vectorization". Vectorization is  must-to-know technique for all machine leaning learners, text miner…

Continue

Posted on September 25, 2013 at 12:30pm

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