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Best Data Science Certification Training Courses

When you search for the “Best Data Science courses and certifications” on Google, about 4,69,00,000 results appear in a span of 0.70 seconds. With so many results displaying online and offline data science classes, institutes, data science online certification, and the like it is obvious to get confused and choose which is the best course or certification for your career and growth. For students and professionals with no educational background in this field, finding the right certification course might be a head-scratching task. But that does not mean you can settle for anything else.

 

While many organizations focus on certifications for hiring data scientists some  choose skills. In the end, it is all about experience and knowledge. Also, you should be aware of the scope, its demand, and future aspects. So, better be prepared than lose the opportunity to find the best data science job.

 

Data Scientist as a Career Option

Today, the availability and advancement in the internet has put forward the demand and usage of data almost everywhere, in every industrial niche. To understand, analyze, and determine the right use of data, several industries demand data scientists for their organizations. Hence, with the speed at which the demand and popularity are increasing, it seems like students and professionals will see exceptional growth potential in the near future. With such surplus benefits and demand, here are some key benefits why professionals insist on switching a career from a developer role or an analyst role to a data scientist.

 

One of the topmost ranked positions in the industry, the job of data scientists revolves around enormous data, research, analytics, and insights. Moreover, it also involves

-        gathering and formatting data

-        analyzing structured and unstructured data

-        learn and apply algorithms and basics of data structure

-        employ the best tools to obtain result-oriented solutions with the right set of data

-        create predictive analysis models that align to the data and business competencies

 

Advantages of Data Science Certification Training Courses

-        High Demand in organizations with IT, research, analytics, and other industries

-        High pay scale

-        The Flexibility of working in almost any industry

-        Countless career growth and opportunities

-        Work with big data and all the concepts around

 

So, if you are a Business analyst, software developer, IT analyst, or an economist, and are looking for a career switch or an opportunity in the data scientist, you can find the best data science training and learn about every aspect and subjects such as

-        Python

-        R programming

-        Multinomial Regression

-        Classification

-        Data clustering

-        Hadoop

-        Data Mining

-        Spark

-        Azure

-        MySQL

-        Natural Language Processing

-        Linear Regression

-        Hypothesis Testing and

-        Logistic Regression

 

How should you decide which course or program is the best for you?

Finding a Data Science program or an online course with certification and other perks and benefits is not an easy task. Probably, you can search out for courses that offer task assessment and evaluation after every chapter, assignment, and project. Additionally, you must also consider the return on investment after enrolling on the best data science training course.

 

Be it a technical person or one with a non-technical background, to become a Data Scientist, you need to prioritize the available courses based on some essential factors such as

●      Programming language involved - Python, R, Tableau

●      Tools and technologies used - Artificial Intelligence, Machine Learning, Statistics,

●      Concepts included - Data structures, Fundamentals, Libraries 

●      Trainers - Industry experienced and tech-savvy trainers with expertise with the technology

●      Assignments and projects - Real-time projects for better understanding of the concepts and practical training

●      Mentoring and live sessions - For clarity of doubts and easy understanding with one-one mentor and mentee

●      Doubt-solving sessions - Timely doubt solving sessions and project assessments

●      Curriculum - Defined curriculum and activities

●      Certification - Awarded after complete assessment of the students

●      Prerequisites and course materials - Online portal with complete resources

●      Job opportunities - Guaranteed job opportunities and placement assistance

●      Resume Building - Proper resume building with templates, skills, and evaluation at the end

●      Cost - The cost of the course, certification, and other activities

●      Course Timeline - Hours of course training session

●      Reviews - Honest feedback and reviews on the internet or website from the past students or alumni

●      Free Demo - Interactive training with an overview of the course, modules, and sub modules

●      Interview Preparation - Questions, Skill-building, and mock interview preparations

●      Skill Assessment Tests - Tests to evaluate your skills and assess them with grades and improvements

 

Also, if you are eager to start learning the subject and gain expertise, you must start with some programming and statistics sessions or classes. So, before enrolling for the certification course, you must ensure the course covers these aspects.

 

Curriculum for Data Science Certifications

A course that includes all the modules subject to data science, technologies, tools, and concepts is the one that you must enroll for. Let us check out the modules and the concepts involved.

 

Modules

Sub Modules

Python for Data Science

Programming Basics

 

Data Types

 

Functional Programming

 

Python

 

Conditional and Loops

 

 

Data-Science-Specific Libraries

Pandas

 

NumPy

 

Sklearn

 

Matplotlib

 

TensorFlow

 

Keras

 

SciPy

 

PyTorch

 

 

Statistics

Probability

 

Skyness

 

Correlation

 

Range, Variance, Standard deviation

 

Central Tendency - Mean, Median, Mode

 

 

R Programming

Basics

 

Operations

 

Data Types

 

Conditions and Loops

 

Visualization

 

Functional Programming

 

 

Artificial Intelligence and Machine Learning

Introduction

 

Linear Regression

 

Logistic Regression

 

KMeans Clustering

 

Rule Mining

 

Unsupervised Learning

 

Classification Models

 

Deep Learning

 

Neural Network

 

Natural Language Processing

 

Natural Language Processing Components

 

Data Analysis

 

Text Mining

 

 

Tableau

Data Types

 

Joins

 

Functions - Aggregate, Date

 

Charts and Graphs

 

Filters

 

Groups

 

Dimensions

 

 

Who All Can Enroll For Data Science Certification Training Courses?

Anyone enthusiastic about learning the in and out of data science can enroll for the online certification courses or an offline data science course in Pune. Like previously mentioned, it does not matter which background you belong to or any pre-qualification, you will be able to understand the subjects more precisely once you enroll for the course.

-        Statistician

-        Software Developers

-        Business Analysts

-        Data Analysts

-        Economist

-        Professionals working on Analytics and Reporting tools

-        Professionals working with Data warehousing

-        Students or professionals interested in Business Intelligence

 

Also, if you are a newbie and at the start of your career as a Data Science Specialist, you can join a data science institute in Pune or can opt for the online data science course in Pune.

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