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Data Science Training in Boston-MA, United States

Data Science Training

  • 40+ hours of Instructor-led sessions
  • Beginner to Advanced level
  • Hands-on training
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Modes of Delivery

Key Features

40+ hours of Instructor-led training classes
Interactive hands-on sessions
Master the application of analytical tools and understand the basics of machine learning
Learn advanced tools and techniques such as R programming, Hadoop & Machine Learning implementation with Apache Mahout
Learn to analyse large data sets using advanced data analytical tools
Our data science experts will help students in future implementation of the technologies

Description

Why Data Science?

Data science is much more than just number crunching. It’s all about exploring, analysing and finding the truth. Data Scientists are like story tellers, using data to weave complex yet beautiful stories that ultimately help the organization by giving valuable business insights and communicating effectively with stakeholders.

The Zeolearn advantage

In this fast paced online data science course, we will help you build a solid foundation in data science by helping you master the application of analytical tools and understand the basics of machine learning, including data mining and predictive analytics. With expert guidance from your mentors you will get exposure to real world analytical problems and an experience of how data analysts deal with challenges.

Here’s what you will learn!

  • The need and responsibilities of a data scientist and how they aid in making important business decisions and achieve organizational goals
  • To analyse large data sets using advanced data analytical tools and make data driven decisions
  • Advanced tools and techniques such as R programming, Hadoop and Machine Learning implementation with Apache Mahout

Is this course right for you?

Big Data specialists, business analysts, statisticians, developers, information architects and other professionals who want to get into the field of predictive analysis will find this course useful. 

Prerequisites:

There are no prerequisites for attending this course but participants with a strong background in mathematics and knowledge of Java will benefit most. It is also desired that participants have core knowledge of Hadoop, R and Mahout.

 

Curriculum

  • Introduction to Data Science
  • What is a Data Scientist
  • What is Data Science?
  • Problems Solved by Data Science
  • Pandas
  • Dataframes
  • Create a New Dataframe
  • What is Data Wrangling?
  • Acquiring Data
  • Common Data Formats
  • What are Relational Databases?
  • Introduction to Databases Schemas
  • API’s
  • Data in JSON Format
  • How to Access an API efficiently
  • Missing Values
  • Easy Imputation
  • Impute using Linear Regression
  • Tip of the Imputation Iceberg
  • Statistical Rigor
  • Why is Stats Useful?
  • Introduction to Normal Distribution
  • T Test
  • Welch T Test
  • Non-Parametric Tests
  • Non-Normal Data
  • Stats vs. Machine Learning
  • Different Types of Machine Learning
  • Prediction with Regression
  • Cost Function
  • How to Minimize Cost Function
  • Coefficients of Determination
  • Effective Information Visualization
  • Communicating Findings
  • Communicating Findings Well
  • Visual Encodings
  • Perception of Visual Cues
  • Plotting in Python
  • Data Scales
  • Visualizing Time Series Data
  • Big Data and MapReduce
  • Basics of MapReduce
  • Mapper
  • Reducer
  • MapReduce with Subway Data

Frequently Asked Questions

There is data everywhere−and in this data is hidden information and patterns that can provide knowledgeable insights to businesses and research. Data science is basically the informed and systematic extraction of relevant information or knowledge from data. And in order to extract this relevant information, the data must be examined from all angles. This requires specialized knowledge of statistics and good computer science skills. A data scientist is a professional who has this knowledge and hence can make useful predictions based on tons of data that is generated every day. Data analytics is a niche profession and there is much more demand than there is supply. Well qualified and trained data scientists can command lucrative salaries and job positions. Data science training courses such as the one offered by a data science institute such as Zeolearn will give you the training needed to succeed in your career.

  • The responsibilities of a Data Scientist
  • The analysisof Big Data using R, Hadoop and Machine Learning
  • The processes involved in the Data Analysis Life Cycle
  • The use of data formats including XML, CSV and SAS, SPSS
  • To transform data using best practices and tools
  • The implementation of various Data Mining techniques
  • The use of machine learning algorithms in R
  • To analyse data using Hadoop Mappers and Reducers
  • The basics of Apache Mahout
  • To follow best practices in data visualization and optimization techniques

Zeolearn brings you online, mentor driven courses that not only helps professionals gain theoretical expertise but also the practical experience in a wide variety of courses including the ones on Big Data such as Apache Spark and Scala, Hadoop Administration, and Big Data Analytics using Hadoop which are among the most popular. The fact that our workshops are mentor driven gives us an edge over other training institutes since you can learn from industry experts about the application and challenges of upcoming technologies. We have so far trained thousands of professionals with the skills needed to land lucrative jobs and you could be next!         

Towards the end of the course, all participants will be required to work on a project to get hands on familiarity with the concepts learnt. You will use various platforms such as R, Hadoop and Machine Learning on Big Data and learn to perform data analysis with support from your mentors. This project, which can also be a live industry project, will be reviewed by our instructors and industry experts. On successful completion, you will be awarded a certificate.

You will receive data science certification in the form of a course completion certificate issued by Zeolearn.

Classes are held on weekdays and weekends. You can check available schedules and choose the batch timings which are convenient for you.

You may be required to put in 10 to 12 hours of effort every week, including the live class, self study and assignments

Your classes will be held online. All you need is a windows computer with good internet connection to attend your classes online. A headset with microphone is recommended.

You may also attend these classes from your smart phone or tablet.

Don’t worry, you can always access your class recording or opt to attend the missed session again in any other live batch.

Developers, search application users, system administrators, IT managers and architects supporting search or e-commerce applications and technical and business users needing thorough understanding of Solr, will find this course useful.

  • Operating system such as Mac OS X, Windows or Linux
  • Good Text / JavaScript Editor (Notepad++ / SublimeText / Brackets / Atom )
  • A modern web browser such as Chrome

Data Science Course in Boston-MA

Introduction

Boston, having been part of the American revolution, is regarded as the unofficial Capital of New England for its economic and cultural impact on the entire region. As of the 2010 Census, the City of Boston ranks as the 20th largest city by population in the United States. The City is the centre of the 5th largest Combined Statistical Area (CSA) in the nation.

About the course in the city

In an age where the bombardment of information never seems to cease, Data scientists are the ones who can slice through all the fluff to extract the meaning of all that information: how it’s connected and what its implications are. For companies looking to make strategic decisions, this skill is invaluable. This is where Data science enters-the informed and systematic extraction of relevant information or knowledge from data.

Zeolearn institute brings to your city, a fast-paced, highly efficient course on Data science course in Boston which covers the concepts and tools you’ll need throughout the entire data science pipeline. From asking the right kind of questions to predicting data, through our academy’s data science classes in Boston, you’ll be gain an unbeatable skill set by learning data science with the leading analytical tools – R, Hadoop and Machine learning, once you’ve registered for the course. Our Big data training program in Boston is well equipped with trainers, who are professional experts in their fields, working with whom you’ll gain an inside perspective about the Big data science certification in Boston.

First you’ll get an introduction to the all the tools used in data science. Once you’re clear about the basics, we’ll move on to Data analysis and data formats (including XML, CSV and SAS, SPSS). Then you’ll learn about data mining techniques and machine learning algorithms. In the later stages, you’ll learn to analyze data. A brief introduction about Apache mahout will also be given as a part of this course.

Each lecture is held through a live session with your mentor, at the end of which you’ll be given assignments and a few practice sessions to perfect the concept. You can discuss any doubts you have with your tutor.

Here’s what you’ll learn

Our Big data science course in Boston offers

  • Introduction to concepts of Big data, data science and where it is used, data format
  • Coaching given on every concept while also distributing materials for self study
  • Workshops are mentor driven where you can learn from industry experts about the application and challenges of upcoming technologies.
  • A project will be assigned to you at the end of the course, which will be reviewed by our instructors and industry experts.

Objectives

  • Understand the responsibilities of a Data Scientist
  • Being able to analyse Big Data using R, Hadoop and Machine Learning
  • Understanding the use of data formats and implementation of various Data Mining techniques
  • To analyse data using Hadoop Mappers and Reducers
  • Basic knowledge of Apache Mahout

Highlights

  • Interactive training on data science, machine learning with hands-on assignments overlooked by expert faculties.
  • Have access to your class recording or opt to attend the missed session again in any other live batch.
  • We take pride in our teaching methods. So, if a student is unhappy and wants to opt out of the course after two demo sessions, we will refund the entire fee, no questions asked.

Is this course right for you?

This course will be useful for professionals like big data specialists, business analysts, developers who want to explore the field of predictive analysis and want to build a solid foundation in data science.

Prerequisites

There are no prerequisites to attend the course but a strong background in mathematics and Java will surely help the participants. Core knowledge of Hadoop, R and Mahout is also desirable for the candidates who want to enrol themselves for the course.

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