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Data Science Courses in Pune

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Data science training is essential for candidates who want to master business analytics and data analytics. Candidates will also get exposure to concepts such as predictive analysis, Big Data and R programming. Graduates who are interested in analytics will gain extensive practical knowledge in this field, which will help them in securing a job.

Data Science Courses in Pune

as on Nov 16, 2018
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  1. 3RI Technologies Pvt. Ltd. 62
    3RI Technologies Pvt. Ltd. Pimple Saudagar, Pune - 411027
    717 Reviews 6.5

    Data Science Courses, Business intelligence & analytics training

    +91 76206 44895
    sunita tomar reviewed for Data science training 4th Apr, 2018

    Little confused about whether do data-science, because I was not knowing whether this course is meant for me or not so I visited this center on weekends and immediately they arrange a session (may be trainer was available) wih trainer (debabrata), he made us to understand the things very well

    Kishan reviewed for Data science training 1st Apr, 2018

    The Industry experts took Data Science training and it was upto the mark, excellent and dedicated management for quality providing in education domain. Appreciated.

    Rainbow Plaza ,Office No. 403/405, 4th Floor, Pimple Saudagar, Pune - 411027 Get Directions
  2. Technogeeks 16
    Technogeeks Aundh, Pune - 411007
    20 Reviews 8.0

    Data Science Courses, Informatica training

    +91 73045 21859
    3rd Floor, Plot 7, Commonwealth Society Opposite Aundh Telephone exchange Landmark: Gaikward petrol, Aundh, Pune - 411007 Get Directions
  3. Seven Mentor & Training Pvt. Ltd. Fc Road, Pune - 411001
    5.9

    Data Science Courses, Business intelligence & analytics training

    +91 90 21110255
    No. 21/A,31/B, Shreenath Plaza, 1st Floor, Dnyaneshwar Paduka Chowk, No. 1184/4 F C Road, Fc Road, Pune - 411001
  4. IGuru Learning Solutions 12
    IGuru Learning Solutions Hadapsar, Pune - 411028
    85 Reviews 8.1

    Data Science Courses, Business intelligence & analytics training

    +91 90211 17087
    Bhagyodaya Aher reviewed for Data science training 5th Feb, 2018

    Shantanu sir teaches professionally,has excellent communication skills. He utilizes his industry experience to make students understand how data needs to be analyzed in a proper way to get expected result in his Data Science class.

    Shivanjali Gaikwad reviewed for Data science training 5th Feb, 2018

    I have completed the Data Science with Python course. Got to learn a lot from the course and it was very beneficial.

    No. 20, Mulberry Gardens Phase-2, Sunshine Bungalow, Hadapsar, Pune - 411028
  5. ETL HIVE 5
    ETL HIVE Pimple Saudagar, Pune - 411027
    87 Reviews 6.9

    Data Science Courses, Informatica training

    +91 90211 08198
    ETLhive, Floor #03, Shreeji Vihar, Kunal Icon Road, Pimple Saudagar, Pune - 411027 Get Directions
  6. Blend Infotech 10
    Blend Infotech Akurdi, Pune - 411044
    21 Reviews 5.3

    Data Science Courses, Business intelligence & analytics training

    +91 90 21103040
    7/1, Shreeyash Building, Chaitnaya Park, Akurdi, Pune - 411044
  7. Orilent Technologies Pvt.Ltd 6
    Orilent Technologies Pvt.Ltd Hadapsar, Pune - 411013
    2 Reviews 5.2

    Data Science Courses, Big data & Hadoop training

    +91 90 21113919
    Office No.7&8, 2nd Floor,Manisha Blitz, Hadapsar, Pune - 411013
  8. Systems & Networks Technologies 35
    Systems & Networks Technologies Sadashiv Peth, Pune - 411030
    108 Reviews 9.1

    Data Science Courses, Big data & Hadoop training

    +91 90211 08323
    Office No. 3, Mandar Residency, L.B Shastri Road, Sadashiv Peth ( Navi Peth), Sadashiv Peth, Pune - 411030 Get Directions
  9. Vision IT Technologies 5
    Vision IT Technologies Kothrud, Pune - 411038
    16 Reviews 5.7

    Data Science Courses, Big data & Hadoop training

    +91 90 21108586
    Yashoda Niwash, 1st Floor, Paud Phata, Karve Road, Kothrud, Pune - 411038 Get Directions
  10. Achivers Junction 16
    Achivers Junction Hadapsar, Pune - 411028
    2 Reviews 4.7

    Data Science Courses, Business intelligence & analytics training

    +91 90 21106887
    1st Floor, Mpb Chambers, Poonawala Memorial Hospital, Hadapsar, Pune - 411028 Get Directions

1 Reviews of Data Science Courses in Pune

as on Nov 16, 2018 Average Rating (4) - 7 reviews
26th May, 2018

Although they don't provide placement....one can easily find interviews with knowledge imparted in practice.

1

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  • Data Science Course in Pune: Common FAQs

    • What are the learning objectives of this course?

      • A brief introduction to data science
      • Learning related to Project life cycle and data acquisition
      • Learning machine learning algorithms in detail
      • Understanding about the tools used for experimentation and project deployment
      • Learning how to work with prediction and analysis segmentation with clustering
      • Understanding the basics of Big Data
      • Learning to integrate R with Hadoop
      • Understanding about the roles and responsibilities required to be a data scientist
      • Understanding the process behind installing IMPALA
      • Learning to work on data mining and data manipulation
    • Who is course best suited for?

      This course is best suited for professionals working as big data analysts, business analysts can apply for this course. Graduates looking to up their big data skills can opt for this course. Developers and Information architects will also benefit from this course.

    • What are the pre-requisites for this course?

      There are no specific pre-requisites for this course. Candidates with a liking towards mathematics will benefit from this course.

    • What is the course duration?

      • Full time weekday classes: 8 Weeks (Monday to Friday)
      • Part time weekend classes: 10 Weekends (Saturday and Sunday)
      • Fast track courses: 15 days (Daily 5+ hour classes)

    Course Contents

    Introduction to Data Science

    • Defining data science
    • Data science vs Bi and reporting
    • Role of a data scientist
    • Data scientist tasks

    Data Types

    • Variable types
    • Continuous variables
    • Ordinal variables
    • Time series
    • Miscellaneous

    Sampling

    • What is sampling
    • Types of sampling
    • Simple random sampling
    • Systematic and stratified sampling

    Data distribution

    • Normal distribution
    • Binomial distribution
    • Inferential statistics

    Hypothesis testing

    • Type I and II error
    • Null hypothesis
    • Alternate hypothesis
    • Reject criterion
    • Acceptance criterion

    R Programming

    • Introduction to R programming
    • What is R
    • R vs OOP and SQL
    • Object types in R
    • Creating new variables
    • Updating existing variables
    • IF statements
    • Conditional loops
    • String manipulations
    • Sub setting data (matrices and data frames)
    • Casting data
    • Melting data
    • Dataset merging

    Data analysis and visualization

    • Data transfer into R
    • Cleaning and preparing data
    • Handling missing values
    • R visualization with ggplot2
    • Plot dimensions
    • Tableau and visualization
    • Correlation
    • Spurious correlation
    • Correlation vs causation

    Predictive analytics

    • Types of predictive analytics
    • Simple linear regression
    • Model development
    • Interpretation
    • Least squares sum
    • Validation of models
    • Multiple linear regression

    Classification

    • Logistic regression
    • Advantages of logistic regression
    • Likelihood estimation
    • Model development
    • Interpretation
    • Confusion matrix
    • ROC curve
    • Sensitivity measurement
    • Logistic regression model advantages

    Decision Trees

    • CART (Classification and regression trees)
    • Re-sampling
    • Ensembles methods
    • Random Forests
    • Support vector machines
    • Neural networks
    • Probabilistic methods
    • Un supervised learning
    • Cluster analysis - Hierarchical and K-means clustering
    • Component analysis
    • Time series analysis
    • ARIMA
    • Association rules
    • Filtering

    Text Analytics

    • NLP (Natural language processing)
    • WordCloud
    • Term document matrix
    • Sentiment analysis
    • Text classification models

    Model Validation

    • Error measurement
    • RMSE
    • Area under the curve
    • Cross validation
    • LOOCV
    • K-fold cross validation
    • Real time scoring

    Big data, Python and SAS introduction

    • Big data in analytics
    • Spark and machine learning

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