Data Science Online Training

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Data Science Online Training

• By CRS Info Solutions

FREE DEMO
Online Training
Experienced Trainer
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About CRS Info Solutions

• CRS Info Solutions offering the best Data Science
  Online Training with real time instructors and
  free material. Join our interactive live demo
  today to clear your questions. Our training is
  hands-on job oriented and real time project
  based. We teach you data analysis, deploying R
  Statistical computing, machine learning
  algorithms, K-Means Clustering, NaïveBayes,
  connecting R with Hadoop framework, work on real
  world projects and realtime scenario based
  interview questions.

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Course Overview

• What is Data Science? What does Data Science
  involve?
• Era of Data Science
• Business Intelligence vs Data Science
• Life cycle of Data Science
• Tools of Data Science
• Introduction to Big Data and Hadoop
• Introduction to R
• Introduction to Spark
• Introduction to Machine Learning

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What is Statistical Inference

• Terminologies of Statistics
• Measures of Centers
• Measures of Spread
• Probability
• Normal Distribution
• Binary Distribution
• Data Analysis Pipeline
• What is Data Extraction
• Types of Data
• Raw and Processed Data
• Data Wrangling
• Exploratory Data Analysis
• Visualization of Data

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• Machine Learning
• Machine Learning Use-Cases
• Machine Learning Process Flow
• Machine Learning Categories
• Supervised Learning
• Linear Regression
• Logistic Regression
• Classification and its use cases
• What is Decision Tree?
• Algorithm for Decision Tree Induction
• Creating a Perfect Decision Tree
• Confusion Matrix
• What is Random Forest?
• What is Navies Bayes?
• Support Vector Machine Classification

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• Clustering its Use Cases
• What is K-means Clustering?
• What is C-means Clustering?
• What is Canopy Clustering?
• What is Hierarchical Clustering?
• What is Association Rules its use cases
• What is Recommendation Engine its working?
• Types of Recommendation Types
• User-Based Recommendation
• Item-Based Recommendation
• Difference User-Based and Item-Based
  Recommendation
• Recommendation Use-case

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• The concepts of text-mining
• Use cases
• Text Mining Algorithms
• Quantifying text
• TF-IDF
• Beyond TF-IDF
• What is Time Series data
• Time Series variables
• Different components of Time Series data
• Visualize the data to identify Time Series
  Components
• Implement ARIMA model for forecasting
• Exponential smoothing models
• Identifying different time series scenario based
  on which different Exponential Smoothing model
  can be applied
• Implement respective ETS model for forecasting

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• Reinforced Learning
• Reinforcement learning Process Flow
• Reinforced Learning Use cases
• Deep Learning
• Biological Neural Networks
• Understand Artificial Neural Networks
• Building an Artificial Neural Network
• How ANN works
• Important Terminologies of ANNs

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About Data Science Online Training

• What is Business Analytics / Data Analytics?
• Business Analytics or Data Analytics is an
  extremely high-in-demand profession which
  requires a professional to possess sound
  knowledge of analyzing data in all dimensions and
  uncover the unseen truth coupled with the logic
  and domain knowledge to impact the top-line
  (increase business) and bottom-line (increase
  revenue).
• Also Google Trends shows the upward trajectory
  with an exponential increase in volume of
  searches like never seen before. This is proof
  enough to back the statements made by Harvard
  Business Review and the business research giants,
  that Business Analytics will be the most sort
  after professional world has ever witnessed.

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• What is a Data Scientist? Or Rather Who is a Data
  Scientist?
• Data for a Data Scientist is what Oxygen is to
  Human Beings. This is also a profession where
  statistical adroit works on data incepting from
  Data Collection to Data Cleansing to Data Mining
  to Statistical Analysis and right through
  Forecasting, Predictive modeling and finally Data
  Optimization. A Data Scientist does not provide a
  solution they provide most optimized solution
  out of the many available.
• Gartner predicted in 2012 that Data Scientist
  Business Analytics jobs will increase to the
  tunes of Millions by the end of 2015. This is
  very evident with the rise in job opportunities
  in various job portals. As a Data Scientist or an
  aspirant you should not believe us. Go! research
  for your own and confirm the facts and figures.

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Who should do Business Analytics Course

• Professionals who can consider Business Analytics
  / Data Analytics Certification Training as a next
  logical move to enhance in their careers
  includes
• Professionals working on Business intelligence
  reporting tools
• Professionals working on Data warehouse
  technologies
• Statisticians, Economists, Mathematicians
• Software programmers (they have an edge in
  writing code to accomplish a prediction/classifica
  tion/forecasting model)
• Business analysts (they have an edge in terms of
  industry/sector/domain experience)
• Six Sigma consultants who already have exposure
  to statistics
• Freshers (market demand is thriving organisations
  to hire the freshers trained on analytics)

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• How to become a Data Scientist?
• Accrue knowledge on dealing with data by
  getting trained and/or certified by any
  of the well-known institutes which have rich
  experience working closing with the ever evolving
  industry.Knowing data analytics tools or data
  mining software alone will not help you analyze
  data.
• So WHAT else is required?
• One should possess Domain/Sector/Industry
  knowledge and learn relevant concepts to strike
  the right nail. A few such examples which are not
  limited to those mentioned are
• One into web development might want to learn Web
  Analytics
• One into search engine optimisation might want
  to learn Social Media Analytics Website
  Analytics
• One into sales marketing might want to
  learn Marketing Analytics, Customer analytics,
  Twitter Analytics, Facebook Analytics, Social
  Media Analytics, Data Collection tools
• One into human resources might want to
  learn Workforce Analytics
• One into health care might want to
  learn Healthcare Data Analytics

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• Highlights in our training
• Very in depth course material with real time
  scenarios.
•  We are providing online class with highly
  qualified trainer.
•   We will provide class and demo session at
  student flexible timings.
•   In training case studies and real time
  scenarios covered.
•   We will give 247 technical supports.
•   Each topic coverage with real time solutions.
•   We are providing normal track, weekend, fast
  track classes.
•   We will provide the day to day class video for
  play later.
•   We are providing certification oriented
  trainings with 100 pass guarantee.  We will give
  full support while attending the interviews and
  contact me any time after completion of the
  course.

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Contact Us

• CRS Info Solutions
• Visit https//www.crsinfosolutions.com/courses/da
  ta-science-training/
• Data Science Online Training