DATA SCIENCE TRAINING IN HYDERABAD
&
BIG DATA ANALYTICS IN CLASS TRAINING AT HYDERABAD
Datascientist
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.
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..
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..
Datascientist
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.
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..
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
DATA PREPARATION
Subsetting and Sorting
Summarizing Data
Creating New Variable
Regular Expression
Working With Dates
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
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
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
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
CAPSTONE PROJECT
Saving R Script
Scheduling R Script
Our Online Services providing world wide like Asia, Europe, America, Africa, Sweden,North Korea, South Korea, Canada,Netherland,Itely, Russia,Israel,New Zealand ,Norway,Singapore,Malasia,etc,,
Here we are providing “Datascience online training”,Datascience classroom training in Hyderabad, “Datascience corporate training in India”, In India Online services providing in top cities like Banglore,Chennai,Pune, Mumbai , Delhi, Etc,
Tags::Datascience training,
Our Online Services providing world wide like Asia, Europe, America, Africa, Sweden,North Korea, South Korea, Canada,Netherland,Itely, Russia,Israel,New Zealand ,Norway,Singapore,Malasia,etc,,
Here we are providing “Datascience online training”,Datascience classroom training in Hyderabad, “Datascience corporate training in India”, In India Online services providing in top cities like Banglore,Chennai,Pune, Mumbai , Delhi, Etc,
Tags::Datascience training,
