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The Trainers follow the Project-Based Learning Method in the Interactive sessions.

Overview of Data Science Training Course in Mumbai

Overview of this Data Science course in Mumbai

Data Science is defined as the process of obtaining important business insights from data using several methods. It may also be defined as a process that integrates data analysis, learning algorithms, analysis tools, and technology to successfully solve difficult analytical problems. New Data Science technologies are being created exclusively to organize this growth in data so that data may be extracted at the most basic level. Companies are generating ever-increasing volumes of data and have begun to implement emerging technologies to discover patterns in the data to get business insights that allow them to produce business value and stay competitive in the market.

For decades, Data Science has been employed in a variety of industries, and it is a popular trend since it has the potential to significantly boost economic development. Data Science is the ability to analyze and solve problems utilizing formerly unmanageable and unmaintainable data. As a result of the benefits of Data Science, data is increasingly considered as a business asset, with Data Scientists analyzing business insights and changes into all types of data to represent the digital era’s future.

Companies are looking for skilled Data Scientists to help them manage and analyze their data. They need to do more than just evaluate data; they need to improve it. As a result, Data Science is focused on improving and enriching data for the company’s benefit. Besides, Data Science has assisted in the automation of repetitive operations in a range of sectors. Machine Learning Algorithms are being used by businesses to train machines how to do repetitive jobs using historical data. As a result, previously difficult activities have become easier to do. Besides, Machine Learning has enabled companies to create customized solutions that are tailored to the specific needs of clients. As a consequence of the advancement in data science, one may obtain tailored information and make data-driven decisions.

As data is so vast and continues to grow, terms like Data Mining, Data Cleaning, Data Analysing, and Data Interpreting are frequently interchanged to refer to different skill sets and levels of data complexity. The professions of Data Scientist, Data Analyst, and Data Engineer are in high demand and provide a wide range of career opportunities.

Data Scientist

Data scientists analyze which data issues need to be addressed and where they can get the data they need. They are analytical and business-savvy, with the capacity to collect, clean, and analyze data. Companies recruit data scientists to assist them in collecting, organizing, and analyzing massive amounts of data. The data is then analyzed and presented to key stakeholders to help them make strategic decisions. To become a Data Scientist, you will need programming skills in R and Python, a strong foundation in statistical and mathematical capabilities, communication, data visualization, and machine learning approaches.

Data Analyst

Data Analyst acts as a liaison between Business Analysts and Data Scientists. They deal with organizational issues by collecting and analyzing data to meet insights that are in line with the company’s overall strategy. Data analysts are in charge of converting technical data into business solutions and presenting their findings to a stakeholder or client. To become a Data Analyst, you will need a strong foundation in a solid foundation in statistics and mathematics, communication, data visualization, data wrangling, and machine learning approaches.

Data Engineer

Data Engineer is in charge of managing massive volumes of data that are always changing. They design, develop, manage, and optimize cloud-based applications that transform data and transmit it to Data scientists for data analysis. To become a Data Engineer, you’ll require programming skills in languages like Java and Scala, as well as knowledge of NoSQL databases like MongoDB and Cassandra DB and open source frameworks like Apache Hadoop.

Data Science positions are rewarded with a substantial salary and great career opportunities at both large and small companies across a wide range of industries for their highly technical skillset. As shown by the enormous number of available positions listed on job portals, Data Science experts with the requisite knowledge and professional training have the opportunity to establish a substantial presence.

By strengthening certain knowledge and technical skills, young and professional Data Scientists may stand out even more. Individuals may advance their careers and make their jobs more efficient by regularly refining their competencies and updating their skills. 3RI Technologies is the finest Data Science Training Institute in Mumbai, with Data Science courses intended for both fresh graduates and professionals.

Why From 3RI Technologies?

3RI Technologies is the Best Data Science Training Institute in Mumbai, providing Data Science Courses that are focused on real-world scenarios. Data Science Training In Mumbai assists you acquire confidence and expertise in your career by delivering real-world technological solutions. Our Data Science Course in Mumbai content is produced by Data Science experts and updated regularly by the industry, ensuring that you are well-versed and proficient in Data Science.
3RI Technologies Data Science Training in Mumbai provides Online and Classroom training, as well as corporate (on-site) training. You may learn at your own pace online with the help of one–on–one training. 3RI Technologies Data Science Training in Mumbai will assist you in becoming a more successful Data Scientist or Data Analyst, AI Expert, ML Expert whether you are just starting or need to improve your skills in Data science technology.
Individuals would need a basic foundation of basic mathematics and statistics knowledge to get started with Data Science before enrolling in Data Science Classes In Mumbai. Our training experts have put together a thorough course on Apache Hadoop Framework, Python, R, Machine Learning, MongoDB and Cassandra DB, and other data tools and technologies. Data Science courses in Mumbai include case studies and real-world projects. Besides, our Data Scientist Course in Mumbai also includes strategies that will prepare you to acquire and analyze data, as well as the analysis expertise required when identifying a solution for businesses based on sectors, applications, and company size.
As the need for Big Data skills and technology rises, a career in Data Science is getting increasingly demanding. For anybody looking to grow in their profession, mastering and becoming competent in essential abilities is a key benefit of our Data Science Course in Mumbai. In our Data Science Course in Mumbai, you will learn Data Science Technologies and Business Intelligence tools, as well as the confidence to collect adequate and relevant data and expertise in Data Science and use them effectively and successfully in the workplace. Our Data Science course fees in Mumbai are affordable, and our Data Science course content covers all concepts, assisting you in becoming an expert in data science tools and technologies as well as acquiring the certification exam concepts.
Data Science certified is in high demand, with an Average Salary in India of 6,98 LPA. Data Science Certification Cost In Mumbai is significantly more affordable, quick, and effective than other certifications. After completing the Data Science Training in Mumbai, which includes mock certification examinations to familiarize you with the certification exam standards, you may begin your career as a Certified Data Science Data Scientist Artificial Intelligence (AI) Expert, Machine Learning (ML) Expert.

Benefits of Data Science Course In Mumbai

Best practices of Data Science Technologies and Business Intelligence tools are discussed.
Mastering Data Science Technologies and Business Intelligence tools, as well as how to host and manage them.
With Data Science, you can show off your skills to potential employers.
Those with Data Science training earn a greater Average annual income than their non-certified colleagues.
Individuals wanting to advance their careers in Data Science will have additional career opportunities with Data Science certifications.
Get a greater chance of being promoted in your present job position.

Reasons To Choose Data Science Course in Mumbai from 3RI Technologies

Best Data Science Training in Mumbai with placement assistance
Get the appropriate Data Science training in obtaining high-paying Data Science positions.
Trainer Expert Data Science lecturers with real-world expertise in Data Science tools and best practices.
Effective Data Science Resume writing assistance
Profile setup support and assistance – LinkedIn, GitHub, and other similar social networking sites
Data Science Training in Mumbai would benefit both fresh graduates and professionals
Affordable Course Fees
Access course materials for Data Science
24/7 Lab sessions
Option to enroll in both Classroom and Online training- batches having weekdays and weekends.
Practical live sessions and sample mock tests and for Data Science Certification exams

The following is a list of the appropriate audience for taking a Data Science Course in Mumbai:

Software Developers
Database Administrators
Data Security Consultants
Data Engineers
Business Consultants
Business Analysts
Cloud Developers
Anyone interested in a Data Science profession.
Anyone interested in becoming a Data Scientist or Data Analyst.
Experts that want to pass their Data Science Certification exams.
Fresher
Graduates, Post Graduates, MCA, BCA, BSc(IT)

Course Demand & Future Scope

Data Scientist is one of the most promising jobs in 2021, according to Glassdoor and LinkedIn, and therefore one of the most in-demand careers with a high salary and perks. Due to a lack of qualified individuals anticipated to fill expanded positions and diverse Data Science-related abilities and competencies being the most in-demand by organizations, there is currently a growing need for data science experts across all sectors, large and small. According to the research findings, young competent Data Scientists, Artificial Intelligence (AI) Experts, Machine Learning (ML) Expert will be in great demand in the foreseeable future.
To become a Data Scientist, you must be able to discover relevant data, gather data from a variety of sources, organize it, convert results into business solutions, and effectively communicate data findings to improve business choices. Fresh graduates and professionals are enrolling in Data Science courses because Certified Data Scientists are in high demand in nearly every industry, and Data Science Courses In Mumbai are in high demand.
Data science is one of the most interesting and in-demand career opportunities for competent young graduates and professionals. To become a data scientist, today’s Data Scientists recognize that they must continually broaden their horizons beyond traditional competencies, such as by enhancing their skills in large-scale Data Mining, Data Analysis, and coding. To maximize project benefits and discover critical insights for the organizations and clients with whom they work, competent Fresh graduates and professionals must also be well-versed in all elements of Data Science and exhibit a degree of competence.
Data Science, Artificial Intelligence (AI) Expert, Machine Learning (ML) Expert will be in great demand today and in the future, because there aren’t enough Certified Data Science professionals to meet demand. You will be able to enhance your career while perhaps starting a new one in Data Science with an IBM Data Science Professional Certification or Amazon AWS Big Data Certification. You would be in great demand if you take Data Science Training in Mumbai since you will be a Data Science expert among other competitors. Companies are seeking Data Science Certified Professionals and will compensate you based on your salary expectations.
If you are willing to pursue a career in Data Science, now is the time to enroll in 3RI Technologies Data Science Course In Mumbai if you want to stand out and get hired by MNCs.

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40 to 50 Hour Course Duration

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Data Science Course Syllabus

Decade Years Legacy of Excellence | Multiple Cities | Manifold Campuses | Global Career Offers

Module 1: Fundamentals of Statistics & Data Science

Fundamentals of Data Science and Machine Learning

Introduction to Data Science
Need of Data Science
BigData and Data Science’
Data Science and machine learning
Data Science Life Cycle
Data Science Platform
Data Science Use Cases
Skill Required for Data Science

Mathematics For Data Science

Linear Algebra
- Vectors
- Matrices
Optimization
- Theory Of optimization
- Gradients Descent

Introduction to Statistics

Descriptive vs. Inferential Statistics
Types of data
Measures of central tendency and dispersion
Hypothesis & inferences
Hypothesis Testing
Confidence Interval
Central Limit Theorem

Probability and Probability Distributions

Probability Theory
Conditional Probability
Data Distribution
Distribution Functions
- Normal Distribution
- Binomial Distribution

Module 2: Python for Data Science

An Introduction to Python

Why Python , its Unique Feature and where to use it?
Python environment Setup/shell
Installing Anaconda
Understanding the Jupyter notebook
Python Identifiers, Keywords
Discussion about installed module s and packages

Conditional Statement ,Loops and File Handling

Python Data Types and Variable
Condition and Loops in Python
Decorators
Python Modules & Packages
Python Files and Directories manipulations
Use various files and directory functions for OS operations

Python Core Objects and Functions

Built in modules (Library Functions)
Numeric and Math’s Module
String/List/Dictionaries/Tuple
Complex Data structures in Python
Python built in function
Python user defined functions

4. Introduction to NumPy

Array Operations
Arrays Functions
Array Mathematics
Array Manipulation
Array I/O
Importing Files with Numpy

5. Data Manipulation with Pandas

Data Frames
I/O
Selection in DFs
Retrieving in DFs
Applying Functions
Reshaping the DFs – Pivot
Combining DFs
Merge
Join
Data Alignment

6. SciPy

Matrices Operations
Create matrices
Inverse, Transpose, Trace, Norms , Rank etc
Matrices Decomposition
Eigen Values & vectors
SVDs

7. MatPlotLib & Seaborn

Basics of Plotting
Plots Generation
Customization
Store Plots

8. SciKit Learn

Basics
Data Loading
Train/Test Data generation
Preprocessing
Generate Model
Evaluate Models

9. Descriptive Statistics

. Data understanding

Observations, variables, and data matrices
Types of variables
Measures of Central Tendency
Arithmetic Mean / Average
- Merits & Demerits of Arithmetic Mean and Mode
- Merits & Demerits of Mode and Median
- Merits & Demerits of Median Variance

10. Probability Basics

Notation and Terminology
Unions and Intersections
Conditional Probability and Independence

11. Probability Distributions

Random Variable
Probability Distributions
Probability Mass Function
Parameters vs. Statistics
Binomial Distribution
Poisson Distribution
Normal Distribution
Standard Normal Distribution
Central Limit Theorem
Cumulative Distribution function

12. Tests of Hypothesis

Large Sample Test
Small Sample Test
One Sample: Testing Population Mean
Hypothesis in One Sample z-test
Two Sample: Testing Population Mean
One Sample t-test – Two Sample t-test
Paired t-test
Hypothesis in Paired Samples t-test
Chi-Square test

13. Data Analysis

Case study- Netflix
Deep analysis on Netflix data

Module 3: Machine Learning

Exploratory Data Analysis

Data Exploration
Missing Value handling
Outliers Handling
Feature Engineering

Feature Selection

Importance of Feature Selection in Machine Learning
Filter Methods
Wrapper Methods
Embedded Methods

Machine Learning: Supervised Algorithms Classification

Introduction to Machine Learning
Logistic Regression
Naïve Bays Algorithm
K-Nearest Neighbor Algorithm
Decision Tress
1. SingleTree
2. Random Forest
Support Vector Machines
Model Ensemble
Model Evaluation and performance
- K-Fold Cross Validation
- ROC, AUC etc…
Hyper parameter tuning
- Regression
- classification

Machine Learning: Regression

Simple Linear Regression
Multiple Linear Regression
Decision Tree and Random Forest Regression

Machine Learning: Unsupervised Learning Algorithms

Similarity Measures
Cluster Analysis and Similarity Measures

Ensemble algorithms

Bagging
Boosting
Voting
Stacking
K-means Clustering
Hierarchical Clustering
Principal Components Analysis
Association Rules Mining & Market Basket Analysis

Module 4: Project Work and Case Studies

Machine Learning end to end Project blueprint
Case study on real data after each model.
Regression predictive modeling – E-commerce
Classification predictive modeling – Binary Classification
Case study on Binary Classification – Bank Marketing
Case study on Sales Forecasting and market analysis
Widespread coverage for each Topic
Various Approaches to Solve Data Science Problem
Pros and Cons of Various Algorithms and approaches

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Who can apply for the course?

Aspiring Data Scientists who are interested in switching careers.
Graduate/post-graduate students wishing to pursue their careers in Data Analytics/Data Science.
Professionals who work with big data.
Professionals from non-IT bkg, and want to establish in IT.
Candidate who would like to restart their career after a gap.
Machine learning is a topic of interest to professionals.
Business analysts and those who work with data

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Data Science Training Testimonials

What our students talks about us. If you were student of 3RI and wants to share your thought about us, kindly mail or call us.

Very good experience learning in 3RI Technologies. Thankyou so much Abhijeet Sir for always guiding and supporting us. Happy to attend classes here.

Great place for Online certification into Data Science. The faculty & management were exceptionally helpful. The instructor had a thorough practical experience which he included in his teaching methodology. I landed up a job within 1 month of the completion of my certification.

Good Institute for Data Science Online Training, Great Learning Experience, Professional Trainers, Good Placement Assistance, Got opportunities in MNCs.