Data Science Training


Data Science Training in Chennai 47 reviews

Data Science Training in Chennai at Credo Systemz provided by experienced Data Scientists. Our Data Science Training module is completely designed about how to analyze Big Data using R programming and Hadoop. Data Science course certification will help you be a professional Data Scientist.

Our Best Data Science Training kick starts from statistics and insights of the large volume of data. So that we ranked as Best Data Science Training Institute in Chennai, Velachery. At the end of the course, you become a Data Scientist.

What is Data Science?


Data Science or Data-Driven Science is an interdisciplinary field consists of methods, process, and systems to extract knowledge or idea from data which is in various forms that might be structured or unstructured which is similar to Data Mining. Data Science helps to manage large sets of data from huge level businesses by using various algorithms and analysis. Mainly Data Science discovers the data insight.

Data Science Explanation

Why to learn Data Science?


The Internet has an Incredible easy way to gather any kind of information. Even you can get an idea about how to design your own flight :) Yes, we can get whatever we want. But the question is how we are going to use these data efficiently?

If we want to succeed, we must be updated to the latest trends and technologies. In Today’s world, everything depends upon data, from Tea shop to Multi National companies relying upon their data. Now we understand that Data is very essential, so we have to start analyzing. The major role of Data Scientist is to analyze their company’s data and determines good strategies for their company future. Sounds good?

  1. Data analytics is the heart beat of all top organizations
  2. Data Science is everywhere
  3. You become decision-making person
  4. Data Science is rapidly increasing than expected
  5. Offering new revenue strategies

DATA SCIENCE TRAINING COURSE CONTENT


Chapter 1: Introduction to Data Science

  • Need for Data Scientists
  • Foundation of Data Science
  • What is Business Intelligence
  • What is Data Analysis
  • What is Data Mining
  • What is Machine Learning
  • Analytics vs Data Science
  • Value Chain
  • Types of Analytics
  • Lifecycle Probability
  • Analytics Project Lifecycle

Chapter 2: Data

  • Basis of Data Categorization
  • Types of Data
  • Data Collection Types
  • Forms of Data & Sources
  • Data Quality & Changes
  • Data Quality Issues
  • Data Quality Story
  • What is Data Architecture
  • Components of Data Architecture
  • OLTP vs OLAP
  • How is Data Stored?

Chapter 3: Data Science Deep Dive

  • What Data Science is
  • Why Data Scientists are in demand
  • What is a Data Product
  • The growing need for Data Science
  • Large Scale Analysis Cost vs Storage
  • Data Science Skills
  • Data Science Use Cases
  • Data Science Project Life Cycle & Stages
  • Map Reduce Framework
  • Hadoop Ecosystem
  • Data Acuqisition
  • Where to source data
  • Techniques
  • Evaluating input data
  • Data formats
  • Data Quantity
  • Data Quality
  • Resolution Techniques
  • Data Transformation
  • File format Conversions
  • Annonymization

Chapter 4: Intro to R Programming

  • Introduction to R
  • Business Analytics
  • Analytics concepts
  • The importance of R in analytics
  • R Language community and eco-system
  • Usage of R in industry
  • Installing R and other packages
  • Perform basic R operations using command line
  • Usage of IDE R Studio and various GUI

Chapter 5: R Programming Concepts

  • The datatypes in R and its uses
  • Built-in functions in R
  • Subsetting methods
  • Summarize data using functions
  • Use of functions like head(), tail(), for inspecting data
  • Use-cases for problem solving using R

Chapter 6: Machine learning

  • Math behind machine learning
  • Classification of Data Structures
  • Correlation and regression of Data Structures
  • Prediction and Forecasting the Data Structures
  • Case Study of Data Science trends

Chapter 7: Understanding Data Science using R with Machine Learning

  • Analytics Orientation
  • R Intro
  • Data-Management using R
  • Testing of Hypothesis
  • Liner Regression
  • Logistic Regression
  • Trees
  • Clustering
  • Multivariate Techniques-Dependency
  • Exploratory Statistical techniques
  • Text Mining & Visualization
  • Machine Learning & Data-Mining
  • Machine Learning Supervised & Unsupervised
  • Forecasting & Time Series Analysis
  • Social Media Analysis
  • Pedagogy
  • Lecturing cum Demonstration
  • Quiz
  • Case study
  • Participants presentations

Chapter 8:Data Manipulation in R

  • Various phases of Data Cleaning
  • Functions used in Inspection
  • Data Cleaning Techniques
  • Uses of functions involved
  • Use-cases for Data Cleaning using R

Chapter 9:Data Import Techniques in R

  • Import data from spreadsheets and text files into R
  • Importing data from statistical formats
  • Packages installation for database import
  • Connecting to RDBMS from R using ODBC and basic SQL queries in R
  • Web Scraping
  • Other concepts on Data Import Techniques

Chapter 10:Exploratory Data Analysis (EDA) using R

  • What is EDA?
  • Why do we need EDA?
  • Goals of EDA
  • Types of EDA
  • Implementing of EDA
  • Boxplots, cor() in R
  • EDA functions
  • Multiple packages in R for data analysis
  • Some fancy plots
  • Use-cases for EDA using R

Chapter 11:Data Visualization in R

  • Story telling with Data
  • Principle tenets
  • Elements of Data Visualization
  • Infographics vs Data Visualization
  • Data Visualization & Graphical functions in R
  • Plotting Graphs
  • Customizing Graphical Parameters to improvise the plots
  • Various GUIs
  • Spatial Analysis
  • Other Visualization concepts

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Data Science Training in Chennai – Reviews


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Job Oriented Data Science Training

I am Gowri and I am very glad about my Data Science training provided by Credo Systemz software training institute. Trainer explains every concept with real time examples and use cases so easy to understand every concept. My trainer way of the teaching is good. It's a best software training institute for software courses. Thank you, Credo Systemz and my trainer...

Gowri

Informative Training

This is Jeya and I have done my Data Science course in Chennai Credo Systemz. Before joining this institute I attended a demo session with the trainer after that, I decided to join here for my Data Science training. After completing my training I really satisfied with this training and I learned more information about Data Science. I would recommend Credo Systemz to everyone for doing the Software Courses.

Jeya

Excellent Training and highly recommended

Hi, I am Surya I had Completed my Data Science Training in Credo Systemz. This institute is a nice place to make a value to a career in Data Science. They provide the best lab facility for doing the examples which useful to learn more information about Data Science. Definitely, it is an appropriate place for making the best career for anyone. Thank you, Credo

Surya
Verizon

Best DataScience Training Institute

This is Geetha .. I did my Data Science training in Credo Systemz. I really thank my trainer for his involvement in my Data Science training. His way of teaching is really awesome. I never saw such quality teaching and placements were so fast. Thanks a lot, Credo Systemz for your support. I like to refer credo systemz as the best Data Science training institute in Chennai.

Geetha
Tech Mahindra

Data Science Training in Chennai

Hi, here I have attended Data Science training in Credo Systemz. I have improved my Data Science knowledge from the basic level. I really appreciate this Institute for doing such a great and better job. In every training session, I got new information about Data Science. My trainer also helped me clear interviews easily. I have referred many students in Credo for do all training.

Sambath
TimesInc

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