Data Science Online Training

Introduction

Data Science is an interdisciplinary system about processes and methods to extract expertise or observations from data in several forms, sometimes structured or unstructured, which is a continuation of a number of the data analysis systems, for example, data mining, analysis, and predictive analytics, much like Knowledge Discovery in Databases. Data science implements tactics and hypotheses drawn from many fields in the broad areas of mathematics, chemometrics, statistics, computer science and information science, including signal processing, machine learning, probability models, data mining, statistical learning, database, data engineering, learning and pattern recognition, predictive analytics, visualization, uncertainty modeling, data compression, computer programming, data warehousing, high performance computing and artificial intelligence.

WHO WE ARE:

IQ Online Training provides the Excellent IT/Software Online Training Courses with certified Trainers. Learn Data Science Online Training in Hyderabad. Attend Data Science Online course to be the best Data scientist every company wants and also we offer guidance in Data science certification training preparation. Check  Data Science Tutorial for Beginners and projects. Happy to say that IQ Online also offers Data Science Training Course globally like USA, UK, Canada, UAE, Switzerland and many other Countries. Become Certified Advanced Data Science Professional. Learn Essential Statistics for Data Science, SAS, Data Science with R, Text Analysis using R, Predictive Analytics. Companies that Hire Data Scientist are Microsoft, Twitter, UBER, Apple, IBM, Linkedin, Intel, Instagram, Facebook, and Amazon. Download Data Science Course PDF Material/Course Content.

COURSE SUMMARY:

Course Name Data Science / R predictive Analytics Online Training
Contents Basics of Data Science, manipulations, statistics, machine learning etc.
Duration 70 Hours with Flexible timings
Delivery Instructor Led-Live Online Training
Eligibility Any Graduate
Ideal For Freshers, aspirants seeking to learn the Data Science
Live Online Training Live Interactive Data Science Training by Certified & Industry Expert Trainers by Providing On-Demand Server and Lab access.
Availability Regular/Weekend Batches. 24×7 teaching assistance and support.

Course Objectives

  • Deep understanding of the Roles of a Data Scientist
  • How to use R, Hadoop, and Machine Learning to analyze Big Data
  • Understand the Life Cycle of Data Analysis
  • Learn the techniques and tools for data transformation
  • Understand Data Mining techniques and their implementation
  • How to use machine learning algorithms in R to analyze data
  • Understanding of data optimization and visualization techniques
  • Understand the parallel processing features in R

PREREQUISITES:

  • No Pre-requisites are required for Data Science Online Course.

Data Science Career Growth

Course Curriculum

MODULE 1: INTRODUCTION TO DATA ANALYTICS

  • Origin of R
  • Downloading & Installing R, R Studio
  • An interface of R-
  • R Components.

MODULE 2: DATA INPUTTING IN R

  • Data Types, Data objects & Data structures
  • Creating a vector & Vector operations
  • Subsetting
  • Writing Data
  • Reading Tabular data files
  • Reading CSV data files
  • Initializing Data frame
  • Selecting Data frame columns by position and name.
  • Redirecting R output.

MODULE 3: DATA MANIPULATIONS IN R

  • Appending data to a vector
  • Combining Multiple Vectors
  • Merging data frames
  • Data Transformation
  • Control structures
  • Nested loops
  • Splitting
  • String and Dates
  • Handling NA and missing values
  • Matrices & Arrays
  • Functions in R
  • Logical operators
  • Relational operators
  • Generating Random Variables
  • Accessing Variables
  • Matrices multiplication
  • Managing subset of data
  • Data Aggregation
  • Multiple Aggregations
  • 4 Control Structures, Functions
  • Looping on Command Line
  • Debugging
  • Simulations
  • Plotting – Base Graphics
  • Plotting – Lattice Graphics
  • Plotting – Mathematical Annotations
  • Plotting & Color

STATISTICS

MODULE 4: UNIVARIATE ANALYSIS

  • A measure of central tendency
  • Dispersions
  • Distributions
  • Tests

MODULE 5: MULTIVARIATE ANALYSIS

  • Correlation
  • Regression
  • A brief Introduction to Machine learning
  • Supervised learning
  • Unsupervised learning
  • Reinforcement learning

MODULE 6: REGRESSION MODELS

  • linear regression models
  • Non-Linear regression models
  • Logistic
  • Regression models using Excel

MODULE 7: FACTOR ANALYSIS

  • Introduction to PCA
  • Association Rule mining
  • Market basket analysis

MODULE 8: TREE MODELS

  • Decision Tree
  • Random forest
  • Time series/forecasting.
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Unique and fulfilling Experience

★★★★☆
4 5 1
IQ Online Training has been an unique and fulfilling experience. The course contents are up-to-date and the instructors are industry trained and extremely hard working. The support is always willing to help you out in various ways as promptly as possible. IQ Online Training redefines the way online training is conducted by making it as futuristic as possible, with utmost care and minute detailing, packaged into the a unique virtual classrooms. Thank you IQ Online Training!

Very easy to use

★★★★★
5 5 1
IQ Online Training was a great resource for earning my Course. The team they have is very professional and always willing to help. The website and software are very easy to use. I would recommend this course to anyone preparing for this exam and career. I would use it again. The online videos are very easy to follow along. I've had several people at the company help with questions I had, and all are very nice

Customer support

★★★☆☆
3 5 1
Customer support from IQ Online Trainings is precisely what they claim to be. I have always received timely and quality response from the support team and as they claim within 60 seconds of posting my query. Quality of the courses too are very good.

Awesome Instructors

★★★★★
5 5 1
Earlier I had taken training in different technologies from other institutes and companies but no doubt IQ Online Training is completely different, First time in my carrier I have received such kind of training and support. They have really awesome instructors. The support persons are technically sound and I would like to appreciate their 24 x 7 support.

I cleared my Course ....thank you mentors at IQ ONLINE TRAININGS

★★★★☆
4 5 1
It was a wonderful learning experience....and was just like a class room training...

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Data Science Online Training - Fine
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