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Data Science Courses, Certification & Training

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What is Data Scientist?


Data Science is a detailed study of information flow from big amounts of data present in an organization’s repository. It is a blend of data inference, algorithm development, and technology, which altogether contribute to solving complex analytically problems. With the help of Data Science, organizations have been successful to obtain meaningful insights from unstructured and raw data. Modern day businesses require skilled, knowledgeable and certified data scientists and they have emerged as the highest-paid professionals in the IT industry, in the recent years. This has thereby led to a significant increase in the number of professionals taking up Data Science course.
The importance of Data Science can be understood with the fact that even online marketing and entertainment giants like Amazon and Netflix, respectively are largely dependent on it to get the consumer insights. These businesses use data mining and sorting to understand users’ interests, identify major customer segments, send messaging to different market audience, and what not! Demand for Data Science professionals across industries, from businesses to non-profit organizations to government institutions.

Types of data Science


# Data Analysis
# Information Engineering
# Machine Learning

Why Should You Choose Data Science Courses?


# Reasons why Data Science training has been topping the charts of professionals for the past few years include –
# Booming market for data scientists and analysts, where the demands have jumped by approximately 400% over the last 5 years, paving way for more employment opportunities
# Attractive remuneration packages for professional with niche skills | Draw attractive remuneration packages, ranging between Rs. 10-15 Lac at mid-level
# Job opportunities across different industries
# Contribution to decision-making in the company
# Better freelancing opportunities
# Have a potential to contribute to enormous business benefits
# Opportunity to work with top names of the business, like Google, Amazon, Deloitte, IBM, and Accenture, among others
# More jobs are anticipated by 2030, for role like reactive queries, research work, data engineering and data infrastructure, machine learning, full stack data science, and many others
# 3,00,000+ Data scientists would be required across industries by 2020, with an increase of 3400 positions every month.

Who can become a Data scientist/professional?


Software Developer


If you are a software developer and are interested to take up a career in Data Science, you would need to know how business challenges are solved, how data is crunched and how different algorithms work! You can leverage your software development skills and learn new skills relevant to data science business. If you are aware of data analysis tools and languages such as SQL, R, Python, SPSS and SAS, then it will be easier for you to cope up with the complications of Data Science. Besides, you would also need to learn about –
# Contingency tables, Chi squared tests, T-tests, Pearson correlation
# Different types of regression models and decision trees
# Neural networks, clustering algorithms, and expert systems
# Logic programming, linear programming, data parsing and data profiling
# Artificial intelligence and machine-learning algorithms
# Various metrics of model performance evaluation

Data Analyst


As a Data Analyst, you must be having an experience collecting, processing and applying statistical algorithms to structured data for better decision making, and that would certainly be very helpful if you wish to take a step ahead and become a data scientist. As a data science professional, you need to learn-
# Specialist fields like NLP, OCR and Computer Vision
# SQL databases and database querying languages like MySQL, Postgress, and MongoDB, etc.
# Programming languages like Python/R, C/C++ Java, Perl
# Big data platforms like Hadoop, Apache Spark, Hive & Pig
# Cloud tools like Amazon S3, GCP, Azure
# R and/or SAS languages
# Machine learning models like Regression, Boosted Trees Support Vector Machines (SVM), Nearest Neighbor (NN), etc.

Business Analyst


A business analyst is responsible to offer recommendations on process improvement, software and solution design, while data science involves algorithm development, data inference, and other technological processes. Shifting a career from being a business analyst to a data scientist is not that tricky as the person already has domain expertise and industry knowledge, however, certain skills are definitely needed to be learnt, such as –
# Basic understanding of SQL, NoSQL, MPP databases, and Hadoop
# Knowledge of algorithms such as recommendation engines, K Means Clustering, Linear and Logistic regression, Time series analysis, text analysis, decision trees, and NLP
# Knowledge of tools like Python, R, Django, D3j visualizations, Talend Open studio, and Splunk
# Cloud tools like Amazon S3, GCP, Azure
# R and/or SAS languages
# Machine learning models like Regression, Boosted Trees Support Vector Machines (SVM), Nearest Neighbor (NN), etc.

System/Database Administrators


System and Database Administrators are looking to boost their career with a switch to data scientist profile. With the requisite skills they can work within their own organization, as most companies are moving towards the use of data to make business decisions.

Popular Data Science Course Specializations


# R Programming
# Machine Learning
# Clinical Data Science
# Statistical Data Science
# Applied Data Science

Popular Data Science Courses


# Data Scientist Associate Certification
# IBM Certified Data Architect – Big Data
# Oracle Business Intelligence Foundation Suite 11g Certified Implementation Specialist
# SAS Certified Big Data Professional
# EMC Data Scientist - Advanced Analytics Specialist (EMCDS)
# Certification of Professional Achievement in Data Sciences
# Certification in Business Analytics
# Certificate in Analytics and Information Management
# Data Mining and Applications Graduate Certification
# Biomedical Data Science Graduate Certification

How to Choose the Right Data Science Course?


# Talk to people who have already taken the course and gather some reviews
# See if the course provides a foundational understanding of Data Science and Statistics
# Check if the course is certified
# See if the course fits your budget
# Use online training listing pages and apply filters to shortlist the best courses available for various tools and techniques

Popular Data Science Course Providers


# Eduonix
# Quickstart
# Simplilearn
# Intellipaat
# Nulearn
# upGrad
# Amity Online University
# Manipal Prolearn
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Who should choose Data Science Course?


• Engineering/MBA/Commerce graduates
• IT/Banking/Finance professionals
• Data/IT Analysts
• Test/Software Engineers
• Business Intelligence Analysts

How to become a Data scientist/professional?


No Prior Knowledge


If you are person who loves playing with the numbers and have a familiarity with the basic concepts of Math and Statistics can become a Data Science professional. Here are some of the tips that can help you start a career in Data Science.
# Pursue internship with any Data Science firm
# Find good courses that teach Statistics, Probability, and Linear Algebra
# Have a knowledge of optimization
# Be aware of the basics of Natural Language Processing, Information Extraction, Computer Vision, Bioinformatics, Speech Processing etc.
# Take up any online Data Science course covering the basics

Basic Knowledge


A formal degree in Data Science will provide the required skills in statistics, computers and analysis techniques to process and analyze complex data sets. Most Data Science courses help the participants and make smart decisions based on their findings. To improve your basic knowledge on Data Science, you would need to -

Study Pattern Recognition and Machine Learning


# Develop a creative and analytical approach towards data sorting and processing
# Choose your area of interest from data mining, data cleaning or machine learning
# Learn about data structures, database design, data mining, etc.
# Take up any beginner Data Science course

Intermediate Knowledge


# Learn about distributed architecture, security applications, and applied systems analysis
# Learn Multivariable Calculus, Numerical Linear Algebra, Computational Linear Algebra, Matrix Algebra and Probability
# Explore Optimization, Information Theory and Decision Theory
# Setup and Learn to use tools like R and SQL
# Have a good command over programming languages like Python, MATLAB, Julia, C++, etc.
# Take up any relevant Data Science course

Advanced Knowledge


Most of the professionals at basic and intermediate levels focus on sharpening their technical skills but forget that they need to improve their management skills too if they want to grow in their career. To climb up the corporate ladder in Data Science, you should –
Take up a project management course or an MBA in Data Science
# Obtain any professional certification like SAS/SQL certified practitioner qualification, or on any specific software used by companies
# Try working for where you can manage databases, analyze data, or design the databases
# Learn Machine Learning, an integral element of Data Science and have an edge over the others

Eligibility


To learn Data Science, you would need to -
# Take up a Bachelor's degree in IT, Computer Science, Math, Physics, or equivalent
# Earn a Master's degree in Data Science or related field
# Gain work experience in your area of interest
A number of institutions offer degrees in Data Science and the specialization can be chosen according to the experience of the participant and their area of interest.
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Career Outcomes

  • Data Science Career Path


    After the completion of a data science training course, candidates can find opportunities in one of the professional fields immediately or in the future:
    • Data Scientists
    • Lead Data Scientist
    • Product Analyst Manager
    • Director of Engineering

    Skills Required for Data Science Professionals
    An advanced certification is the key to remain more relevant and competitive in the market and have a well-paid career. However, you need to possess some skill sets, mandatory for having a career in Data Science, which include –
    # Knowledge of Python Coding, Hadoop, Hive, BigQuery, AWS, Spark, SQL Database/Coding, Apache Spark, among others
    # Working experience with Machine Learning, Multivariable Calculus & Linear Algebra
    # Ability to write codes and manage big data chunks
    # Hands-on experience with real-time data and cloud computing
    # Creativity
    # Good business acumen
    # Great communication skills
    # Ability to use automated tools and open source software
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Related Career Options

Data Scientist

Data scientists are professionals who are responsible for extracting insights or knowledge from data (both structured and unstructured) in various for...

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Data Analyst

Data analyst is someone whose focus of problem solving and analysis relates to types of data and relationships between data elements in an IT system. ...

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Big Data Developer

Big data developers are proficient in core scripting languages and responsible for the actual coding or programming of big data applications. They dea...

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Big Data Architect

A Big data architect is trained to describe the structure of a big data solution. He/she is responsible for planning next generation big data systems ...

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Software Architect

A software architect is someone who makes high-level software designs and dictates technical standards encompassing platforms, standards and tools. It...

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  1. PG Diploma in Data Science (Classroom) - India's Most comprehensive & Affordable program

    IMS Proschool offers a comprehensive and yet affordable program in Data Science. The program has an employment-oriented approach and is based on a detailed research of companies’ requirements. It prepares Students for roles like Business Analyst, Data Analyst and Data Scientist and is available in full time and part time modes. | Data Analytics is the science of analyzing data to find out patterns that will be helpful in developing strategies. Its usage can be found in almost every industry. Following is an indicative list of roles you can play in the analytics industry - Data engineers, Data analysts, Data Scientists, Business Analysts, Machine Learning Developers & BIG Data Analysts

    Online ClassroomIntermediate
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    Big Data , Data Science , Machine Learning , Data Scientist , Tableau , Business Analytics , Marketing , Retail

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  2. Postgraduate Diploma in Artificial Intelligence

    Artificial intelligence (AI) is a field of computer science that enables computers and machines to perform tasks normally requiring human intelligence. Its many applications range from chess-playing robots and autonomous cars to speech, image, and language processing, robotic manufacturing, and surveillance systems. In the twenty-first century, AI has experienced a resurgence following concurrent advances in computer power, large amounts of data, and theoretical understanding. AI techniques have now become an essential part of the technology industry, helping to solve many challenging problems in computer science

    ClassroomIntermediate
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    Internet of Things , IOT

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  3. PG Certification In Data Science & AI

    Edvancer’s Post Graduate Certification In Data Science & Artificial Intelligence (PGC-DSAI) is a 6 month weekend classroom program for working professionals & freshers alike looking to start or make a switch into a data science & AI career. This program is one of the most comprehensive ones available in India and covers each and every aspect of this world of data science. It will equip you with all the technologies, conceptual knowledge and skillsets that you need to crack any data science & AI interview, transition into a career in this field and prosper in it. This is a course designed to get you a job in data science | Edvancer is India's leading data science training institute where we provide a range of courses on data science to all levels of learners. We have trained over 5,000 students and delivered over 10,00,000+ hours of learning. Our alumni work with some of India's top companies in data science and even globally. Our corporate clients include PwC, E&Y, L&T, HP, JP Morgan, Cognizant, Accenture, TCS, Microsoft etc

    ClassroomIntermediate
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    Data Science , Big Data , Tableau , Business Analytics , Big Data & Hadoop , Machine Learning , Data Analysis

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  4. Post Graduate Certificate in Big Data

    The post-graduate certificate in Big Data is a meticulously designed course by the institute collaboratively with the technological partners SAS Institute India Pvt Ltd. The students will be trained to become core data scientists. | SAS is the leader in analytics. Through innovative analytics, BI and data management software and services, SAS helps turn your data into better decisions. The focus of the course will be to give emphasise on areas like as programming, introductory statistics, data management & manipulation, data quality, working with HADOOP, HIVE & SAS and data visualization

    ClassroomExpert
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    Big Data , Data Visualization , Data Science , Web Analytics , Data Analysis ,

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  5. Online Post Graduate Diploma in Big Data Analytics

    A rigorous one-year (2 semesters) program offering comprehensive study of a wide range of theoretical concepts and functional areas in Advertising and Brand Management. | From advertising & marketing practices, brand management, principles of marketing, consumer behavior, and digital marketing to research methodology and sales promotion – the course covers important concepts, practices, and trends in the subject area. | The program provides training in key principles, policies, systems, frameworks, and applications needed to develop skills, improve competency, and build expertise in the subject. The program is geared to equip learners with flexible patterns of thinking and behavior to succeed as future workers in global multicultural working environments. The program will benefit working professionals and those seeking entry-level employment or aspiring to be self-employed.

    Online self studyBeginner
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    Digital , Advertising , Sales , Digital Marketing , Marketing , Big Data , Data Science ,

    Locations: Noida , Delhi , Gurgaon , Chandigarh , Bangalore , Hyderabad , Chennai , Ernakulam

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  6. Online self studyExpert
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    Leadership , Interview preparation , Retail , Data Science , Machine Learning , Data Analysis

    Locations: Noida , Delhi , Gurgaon , Chandigarh , Bangalore , Hyderabad , Chennai , Ernakulam

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  7. Professional Certificate in Data Science

    The HarvardX Data Science program prepares you with the required knowledge base and skills to tackle data analysis challenges. The program covers concepts on inference, probability, regression, and machine learning. It will help you to develop skill-set which includes R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with Linux/Unix and reproducible document preparation with R studio | Each course has a set of case studies, with specific questions that would enrich your learning. The case studies are on: Trends in World Health and Economics, US Crime Rates, The Financial Crisis of 2007-2008, Election Forecasting, building a Baseball Team (inspired by Moneyball), and Movie Recommendation Systems | Throughout the program, the R software environment will be used. You will learn R, statistical concepts, and data analysis techniques simultaneously. R knowledge can be better retained when you learn to solve specific problems. Furthermore, HarvardX has partnered with DataCamp for all assignments, which uses code checking technology that will permit you to get hands-on practice during the courses

    Online ClassroomIntermediate
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    Data Science , Machine Learning , Data Analysis , Data Visualization , Manage , Productivity , Marketing

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  8. PGP in Data Science

    The Full-Time Post Graduate Program in Data Science with ML and AI (Formerly known as PGP in Business Analytics) aims at equipping students with the tools, techniques and skills to enable a seamless absorption into the domain of Analytics and grow into the roles of Data Scientists.

    ClassroomIntermediate
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    Data Science , Business Analytics , Tableau , Qlikview , Machine Learning , Marketing , Retail , Telecom

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  9. Post Graduate Program in Data Science

    Post Graduate Program in Data Science (PGP-DS) by Amity University Online (AUO) is a comprehensive course designed to help the participants acquire the desired skills in the vast field of data science. The course duration is 6 months. Course pedagogy will include campus learning along with recorded video lectures, live projects & case studies. It will help the participants gain a complete understanding of Data Management, Statistics, Big Data, and Machine Learning.

    ClassroomIntermediate
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    Big Data , Data Science , Machine Learning , Tableau , Data Visualization , Digital

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  10. Artificial Intelligence Engineer Master's Program

    Becoming an Artificial Intelligence Engineer puts you on the path to an exciting, evolving career that is predicted to grow sharply into 2025 and beyond. Artificial intelligence and Machine Learning will impact all segments of daily life by 2025, with applications in a wide range of industries such as healthcare, transportation, insurance, transport and logistics and even customer service. The need for AI specialists exists in just about every field as companies seek to give computers the ability to think, learn and adapt |

    Online self studyIntermediate
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    Machine Learning , Insurance , Data Science

    Locations: Noida , Delhi , Gurgaon , Chandigarh , Bangalore , Hyderabad , Chennai , Ernakulam

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  11. Master's in Data Science with PGP from IIIT Bangalore and MSc from Liverpool John Moores University

    LJMU - Rated among the top 20 engineering schools in the UK. One of the largest, most dynamic, and forward-thinking universities. | A PG Program from IIIT Bangalore and a Master's Program from LJMU.

    Online ClassroomIntermediate
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    Big Data , Data Science , Machine Learning , Investment Banking ,

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  12. POST GRADUATE EXECUTIVE CERTIFICATE PROGRAM IN DATA SCIENCE & BIG DATA

    Post Graduate Executive Certificate Program in Data Science & Big Data is a professional programme that includes 90 hours of online and offline sessions. The programme follows experiential learning into data analytics to give the participants a hands-on experience for managing complex and challenging data sets. The participants can take up exercises and assignments on various software packages such as R, Big data tools and Tableau. Other important aspect of this experimental learning is that it is facilitated through plug-n-learn technology, which gives the flexibility to one can attend sessions from any location, on either mobile or desktop. The course covers topics like | Introduction to Analytics, Data Base and Mining | Data Science | Data Mining (Lab Work Using R and Spark) | Tools - Excellence in Analytics | Data Science Roadmap | Machine Learning (Using R and Python) | Data Visualization (Using Slash, Tableau and other tools) | Case Study

    ClassroomIntermediate
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    Big Data , Tableau , Data Science , Machine Learning , Data Visualization , Productivity , Data Scientist

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  13. ADVANCED PROGRAM IN DATA SCIENCES

    The Advanced Program in Data Sciences from Indian Institute of Management (IIM), Calcutta is a 1-year programme. It is designed to make the participants aware of various tools and techniques used for handling, managing, analyzing and interpreting data | It includes 11 main modules including modules on Data Representation and Visualization, Optimization, Machine Learning, Big Data Storage and Analysis, Econometric Methods etc | In addition, the participants will also learn about software like XL-Miner, Tableau, SPSS, Oracle SQL, R, @Risk, Arena, Apache Spark, Hadoop etc., and case studies of various organizations | Class Timing - Thursday, 6:30pm to 9:30pm and Sunday, 2:00pm to 5:00pm (IST)

    Online ClassroomIntermediate

    Big Data , Tableau , Machine Learning , , Data Analysis , Data Scientist , Data Science

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  14. Certified Artificial Intelligence Specialist

    The Certified Artificial Intelligence Specialist is a 200 hour program for working professionals & freshers alike looking to start or make a switch into a data science & AI career. This program is one of the most comprehensive ones available in India and covers each and every aspect of data science. It will equip you with all the technologies, conceptual knowledge and skillsets that you need to crack any data science & AI interview, transition into a career in this field and prosper in it. This is a course designed to get you a job in data science! TCS has tied up with Edvancer to be our certification partner. You will be certified by TCS Ion Procert post a final exam and also by Edvancer post completing all the required projects in the course

    Online ClassroomIntermediate
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    Data Science , Big Data , Machine Learning , Data Analysis

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  15. Post Graduate Program In Data Science & Analytics

    Big Data is slowly taking over the world with millions of records at a time. Companies now deal with massive amounts of data on a daily basis creating an unparalleled demand for professionals in this space. To give students the opportunity to enter into an on-demand profession and to drive intelligent decisions, iFEEL has introduced a professional postgraduate program in Data Science and Analytics which also allows you to gain entry at one of the World’s most prestigious B-schools, University of Dallas |

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    Big Data , Data Science , Business Analytics , CS , Web Analytics , Machine Learning

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