Course Details
 Executive Data Science

Data analytics is the heartbeat of all top organizations in which Data Science plays an important role and it's becoming a highly paid job. Through our course certification, we will help you be a professional Data Scientist. If you're really Interested to learn Data Science course in Coimbatore, then Duratech Solutions is the Right place.
Duration: 120 Hrs  R Language
Programming in Data Science using R
Statistical Techniques in R Programming
Exploratory Data Analysis in R Programming
Machine Learning introduction in R Programming
Data Visualization in R Programming
 Relational Database Management
Relational Database Management Systems in MySQL
NoSQL Databases Introduction
4 Types of NoSQL DBs  Basics to Advanced MongoDB
Large Data Handling in MongoDB
Distributed Processing & Querying in MongoDB
Replica set(Clustering) & Sharding
Location Based Services Using MongoDB
MongoDB Integration with R & Python
 Python
Python Basics
Functional Programming in Python
Statistical Processing
Data Import and Export, Transformations, Loading, Preparation
Data Distribution & Analysis, Data Preparation for Machine Learning
 Machine Learning
Data Visualization  Mini Project
 Scala Programming
 Bigdata
a. Hadoop
b. Spark  Tableau
Data Visualization using Tableau
Data Visualization using QlikView  Integration Model
Integration Model for SQl, NoSQL, Data Warehouse, Semi Structured & Unstrctured data with Bigdata  Final Project with Real time data
 Other Supports
Profile Building, Interview Tips & Companies to Target Mock Interview
Internship Placement
Job Placement, Adding to Alumni Portal, Subscription to Industry updates
SignOff & Certification  Join Now
 Data Science Training with R
Popular
To get an insight of opportunities in the domain of Analytics through R Programming and the skill sets required to make the transition into this field. Register with us and join the program.
Duration: 60 Hrs R Programming
R Programming
R Studio IDE setup and overview
capabilities of R  R Basics
a.Variables, Loops & Functions, Data Structures
b.Data Import & Export (CSV, excel), Database connectivity(SQL: MySQL, NoSQL: MongoDB)
c.JSON, HTML, XML file handling.  Statistical Processing
 Extract, Transformations, Loading(ETL), Data Preparation & Cleaning, Data Distribution & Analysis, Data Preparation for Machine Learning
 Web Scrapping using R
 Web Log processing using R
 Machine Learning
a. Regression
Linear, Multi Linear, Polynomial, Decision Trees, Random Forrest, SVR
b. Classification
Logistic Regression, SVM, Kernel SVM, Decision Trees, Random Forrest, Naïve Bayes, K Nearest Neighbor,
c. Clustering
1. KMeans Clustering
2. Dimensionality Reduction: PCA, LDA
3. Association Rule Mining: Apriori, ECLAT
d. Neural Networks: Using H2O Deep Learning  Data Visualization
a.Shiny
b.ggplot
c.Bar Plot, Histograms, Pie Charts, Contour Plot, Scatter plot, Line charts  Sentiment Analysis
 Exploratory Data Analysis
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 Data Science with Python
Python is commonly used language in variety of domains like Web programming, Internet Scripting, database , numeric and scientific programming, Gaming, Quantitative analysis, data mining, and the presentation of data to see beyond the numbers by transforming your career into Data Scientist role thus its a boon to learn Python that too from experts like us.
Duration : 90 Hrs Python Intro
Python Programming, IDE setup and overview of capabilities of Python  Python Basics
a. Variables
b. Loops & Functions
c. Data Structures
d. Data Import & Export (CSV, excel)
e. Database connectivity(SQL: MySQL, NoSQL: MongoDB)  Functional Programming in Python
 Object Oriented Programming in Python
 SciPy, NumPy, Pandas
 Statistical Processing
 Extract, Transformations, Loading(ETL), Data Preparation & Cleaning, Data Distribution & Analysis, Data Preparation for Machine Learning
 Web Framework
a. Django
b. Flask  System Automation using Python Scripting
 Natural Language processing using NLTK
 Machine Learning
 Data Visualization
a. Matplotlib
b. ggplot
c. geoplotlib  Web Scraping
 Exploratory Data Analysis
 Data Extraction/Import through API
 SQL
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