Skip to main content

Data Scientist Online Training in Hyderabad,india

RS Trainings
RS Trainings

Data scientist Online Training 


RS Trainings: is a brand and providing quality online and offline trainings for students in world wide. Rs Trainings providing Best DataScience online training in Hyderabad.

HIGHLIGHTS IN OUR TRAINING SERVICE:

Here All faculties of us have experienced the joy of training and trained Resources is available throughout the world. Training leads to better understanding, new knowledge, skills and expertise. Our real time experienced trainers fulfill your dreams and create professionally driven environment. we will develop the Acquaintance with production, development and testing environments. Our trainers assist in Resume preparation, enhance interview skills, sample live projects, Assessments, clarifying doubts, providing materials, explaining bugs and critical issues, development activities, encourage innovative thoughts etc;

RStrainings is one best online and class room training center in Hyderabad,We are also providing training in India, usa,Uk,Canada,Japan,Malasia,Singapore, Australia etc..

DATA SCIENCE INTRODUCTION AND TOOLBOX :

      GETTING STARTED WITH GITHUB



  • Introduction to Git
  • Introduction to Github
  • Creating a Github Repository
  • Basic Git Commands
  • Basic Markdown


    •          GETTING STARTED WITH R



  • Overview of R
  • R data types and Objects
  • Getting Data In and Out of R
  • Subsetting R Objects
  • Dates and Times


    •          GETTING STARTED WITH R



  • Control structures
  • Functions
  • Scoping rules of R
  • Coding Standards for R
  • Dates and times


    •           GETTING STARTED WITH R



  • Loop Functions
  • Vectorizing a Function
  • Debugging
  • Profiling R Code
  • Simulation


    • DATA EXTRACTION, PREPARATION AND MANIPULATION ( R, MYSQL, HDFS, HIVE AND SQOOP)


            DATA EXTRACTION




  • Downloading Files
  • Reading Local Files
  • Reading Excel Files
  • Reading JSON
  • Reading XML
  • Reading From WEB
  • Reading From API


    • DATA EXTRACTION


  • READING FROM HDFS
  • READING FROM MYSQL
  • SQOOP
  • READING FROM HIVE
  • SAVING AND TRANSPORTING OBJECT
  • READING COMPLEX STRUCTURE

    • DATA PREPARATION




  • Subsetting and Sorting
  • Summarizing Data
  • Creating New Variable
  • Regular Expression
  • Working With Dates
  • Data science training in Hyderabad
  • Data science training in india

    • DATA MANIPULATION




  • Managing DataFrame with dplyr package
  • Reshaping Data
  • Merging Data


    • DESCRIPTIVE STATISTICS



  • Univariate Data and Bivariate Data
  • Categorical and Numerical Data
  • Frequency Histogram and Bar Charts
  • Summarizing Statistical Data
  • Box Plot, Scatter Plot, Bar Plot, Pie Chart
  • Data scientist Training in hyderabad
          Data scientist Training in india


    •       PROBABILITY




  • Conditional Probability
  • Bayes Rule
  • Probability Distribution
  • Correlation vs Causation
  • Average
  • Variance
  • Outliers
  • Statistical Distribution
  • Binomial Distribution
  • Central Limit Theorem
  • Normal Distribution
  • 68-95-99.7 % Rule
  • Relationship Between Binomial and Normal Distribution


    • HYPOTHESIS TESTING



  • Hypothesis Testing
  • Case Studies


    • INFERENTIAL STATISTICS



  • Testing of Hypothesis
  • Level of Significance
  • Comparison Between Sample Mean and Population Mean
  • z- Test
  • t- Test


    • ANOVA (F- TEST)



  • ANCOVA
  • MANOVA
  • MANCOVA


    • REGRESSION AND CORRELATION



  • Regression
  • Correlation
  • CHI-SQUARE


    • PRINCIPAL OF ANALYTIC GRAPH

    INTRODUCTION TO GGVIS



  • Exploratory and Explainatory
  • Design Principle
  • Load ggvis and start to explore
  • Plotting System in R
  • ggvis - graphics grammar
  • Data Science Training in Hyderabad


    • LINES AND SYNTAX



  • Properties for Lines
  • Properties for Points
  • Display Model Fits


    • TRANSFORMATIONS



  • ggvis and dplyr


    • HTMLWIDGET



  • Geo-Spatial Map
  • Time Series Chart
  • Network Node


    • PREDICTIVE MODELS AND MACHINE LEARNING ALGORITHM - SUPERVISED REGRESSION

    REGRESSION ANALYSIS



  • Linear Regression
  • Non- Linear Regression
  • Polynomial Regression
  • Curvilinear Regression


    • MULTIPLE LINEAR REGRESSION



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance


    • LOGISTIC REGRESSION



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance


    • TIME SERIES FORECAST



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance


    • PREDICTIVE MODELS AND MACHINE LEARNING ALGORITHM - SUPERVISED CLASSIFICATION

    NAÏVE BAYES



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance


    • SUPPORT VECTOR MACHINE



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance


    • RANDOM FOREST



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance


    • K- NEAREST NEIGHBORS



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance


    • CLASSIFICATION AND REGRESSION TREE (CART)



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance


    • PREDICTIVE MODELS AND MACHINE LEARNING ALGORITHM - UNSUPERVISED

    K MEAN CLUSTER



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance


    • APRIORI ALGORITHM



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance


    • CASE STUDY : CUSTOMER ANALYTIC - CUSTOMER LIFETIME VALUE



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance
  • Online Data Science Training


    • TEXT MINING, NATURAL LANGUAGE PROCESSING AND SOCIAL NETWORK ANALYSIS

    NATURAL LANGUAGE PROCESSING



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance


    • SOCIAL NETWORK ANALYSIS



  • Collect Data
  • Explore and Prepare the data
  • Train a model on the data
  • Evaluate Model Performance
  • Improve Model Performance
  • Data Science Online Training in india
  • Data Science Training in india

    • CAPSTONE PROJECT



  • Saving R Script
  • Scheduling R Script

    • Popular posts from this blog

    Devops Online Training @ A1Trainings

    Devops Online Training A1 Trainings is one of the best   Devops Online Training Institute in Hyderabad india .  Join our  Devops online Training   Classes and Get trained By Real time experienced Industry professionals. Practical sessions will also be provided for hands on experience. We provide training courses ideal for students ,software and administration professionals. Our training sessions covers all information from basic to advanced level. INTRODUCTION TO DEVOPS What is DevOps? History of DevOps Dev and Ops DevOps definitions DevOps and Software Development Life Cycle DevOps main objectives Infrastructure As A Code IaaS Overview Paas Overview DevOps on the Cloud Prerequisites for DevOps Introduction to Linux Basics of UNIX and Linux Operating Systems Linux System administration introduction Tools (Jenkins, Chef, Docker, Vagrant and so on.) Continuous Testing and Integration Continuous Release and Deployment Continuous Application M...
    Post a Comment
    Read more

    informatica idq training in hyderabad @ A1 Trainings

    A1 Trainings A1 Trainings is one of the best IDQ Online Training Institute in Hyderabad india.  Join our IDQ online Training Classes and Get trained By Real time experienced Industry professionals. Practical sessions will also be provided for hands on experience. We provide training courses ideal for students ,software and administration professionals. Our training sessions covers all information from basic to advanced level IDQ Course Content: Session-1 (DQ Overview) 1. Data Quality Basic Concepts and life cycle. 2. Data Quality Dimensions 3. DQ Rules, Scorecards, Reference tables, interoperability with powercenter 4. Profiling & Cleansing Concepts – Standardization, Merge, Match, de duplicate, label, parse. IDQ Online Training Session- 2 (Informatica DQ Tools) 1. Informatica Developer and Analyst Architecture – Client tool, Service and repository relationship. 2. Working on Informatica Developer objects Physical Data Object Transformations Pro...
    Post a Comment
    Read more

    JasperSoft Online Training @ A1 Trainings

    JasperSoft BI Suite Online Training A1 Trainings is one of the best  JasperSoft Online Training Institute in Hyderabad india. Join our  JasperSoft online Training  Classes and Get trained By Real time experienced Industry professionals. Practical sessions will also be provided for hands on experience. We provide training courses ideal for students ,software and administration professionals. Our training sessions covers all information from basic to advanced level. 1. Introduction 2. Services Involved 3. Reporting Components Jasper Soft Studio Jasper soft Studio Tool Layout Reporting Lifecycle Report Structure Data Sources Creating Reports Creating Styles Creating Parameterized Reports(Single Parameter,Multi- Parameter) Cascading parameter Connecting Jasper Studio to JasperReports Server Deploying Reports to Jasper Server Input Controls Sub reports Using Datasets Creating Tabular Reports Creating Cross tabs Multiple datasource connection Buil...
    Post a Comment
    Read more