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Data Science Training

A1 Trainings is one of the best Data Science Online Training Institute in Hyderabad india. Join our Data Science Training in Hyderabad 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 Data Science training sessions covers all information from basic to advanced level

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 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

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Tags: Data Science Training, Data Science online training, Best Data Science training, Data Science online training in Hyderabad,india, Data Science online training in usa, Data Science online training in uk

Highlights in our training:

* Very in depth course material with real time scenarios.
* We are providing 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 24*7 technical supports.
* Each topic coverage with real time solutions.
* We are providing normal track,weekend,fast track classes.
* We will give every recorded session for play later.
* We are giving placement support by multiple consultancies in INDIA, USA, Australia, UK etc.
* 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.

MORE INFO:

Course Name : Data Science 24*7 Technical Support
Duration : 35 hours
Faculty : Realtime experience

CERTIFICATION SUPPORT

We Providing Certification Courses

INDUSTRY EXPERT TRAINERS

We Providing Industry Expert Trainers

FLEXIBLE TIMING

we adjust the timings of the sessions as per the requirement of the students based on their timezones.

PLACEMENT ASSISTANCE

We Providing Placement Assistance

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