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Data Science

Data science is the study of data to extract meaningful insights for business. It is a multidisciplinary approach that combines principles and practices from the fields of mathematics, statistics, artificial intelligence, and computer engineering to analyze large amounts of data.

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Topics to be covered

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Introduction to Data Science

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Data Collection and Cleaning

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Data Exploration and Visualization

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Data Manipulation and Analysis

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Machine Learning Basics

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Supervised Learning Algorithms

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Unsupervised Learning Algorithms

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Model Selection and Evaluation

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Natural Language Processing (NLP)

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Time Series Analysis

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Top 10 Data Analyst Courses in Mumbai

Discover the top 10 Data Analyst courses in Mumbai that can kickstart your career in data analysis. Explore course details, curriculum, instructor expertise, and career prospects to make an informed decision about your data analyst training journey.

DeveLearn Technologies

3 minutes

April 23, 2024

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Top 10 Data Analyst Courses in Mumbai With Placements

In today's business world, understanding data is super important. It helps companies make smart choices and do better than their competition. If you're in Mumbai and looking for a career in data analysis, you're in luck! Mumbai offers several excellent data analyst courses that not only teach you important skills but also help you find job placements. Data analytics is a vital part of data science. It's all about sorting, analyzing, and organizing data effectively to find valuable insights. This article will highlight some of the best top 10 data analyst courses in Mumbai, giving you a head start in this exciting field.

What is a Data Analyst? 

Data Analyst is someone who collects, processes, and analyzes data using statistical methods. They take complex data from sources like sales figures, market research, or logistics and translate it into understandable insights. 

Data analysts also work on normalizing and calibrating data so it's easy to use and extract valuable information from. This role is versatile, with job opportunities in sectors like finance, consulting, manufacturing, pharmaceuticals, government, and education, both in private and public organizations.

What does a Data Analyst do?

Data analysts play a very important role in helping the top management of the company to take better business decisions. Data Analyst roles and responsibilities include - 

  • To work in collaboration with IT, management and/or data scientist teams to determine organizational goals¬†

  • To dig data from primary and secondary sources To clean the data and discard irrelevant information¬†

  • To perform data analysis and interpret results using standard statistical methodologies¬†

  • To highlight changing trends, correlations and patterns in complicated data sets¬†

  • To strategize process improvement¬†

  • To ensure clear data visualizations for management¬†

  • To design, create and maintain relevant and useful databases and data systems¬†

  • To prioritize tasks and solve code problems and other data-related issues¬†

  • To identify trends and make forecasts¬†

  • To create data dashboards, graphs and visualizations¬†

  • To produce and track key performance indicators

What are the problems on which Data Analyst work?

Data Analysts work on various types of data analysis problems, including:

  1. Descriptive Analysis: This involves analyzing historic data to understand what happened in the past. It focuses on summarizing and presenting data to describe its basic characteristics and trends.

  2. Diagnostic Analysis: Data Analysts delve deeper into data to determine why certain events or outcomes occurred. They identify patterns, anomalies, and correlations to uncover the root causes behind specific occurrences.

  3. Predictive Analysis: Data Analysts use historical data and statistical techniques to forecast future trends and changes. This analysis helps in making informed predictions about potential outcomes based on past data patterns.

  4. Prescriptive Analysis: This type of analysis focuses on determining what actions should be taken in the future based on insights gained from descriptive, diagnostic, and predictive analyses. It involves recommending strategies or interventions to optimize outcomes or address identified issues.

Key Data Analyst Skills

Here are the key skills required to become a data analyst:

Technical Skills:

  1. High-level analytical and problem-solving skills.

  2. Fundamental knowledge in statistics and mathematics.

  3. Hands-on experience in spreadsheet software like MS Excel.

  4. Experience with statistical languages like R, SAS, and SPSS.

  5. Familiarity with scripting languages like Python, Java, or Scala.

  6. Knowledge of database management systems and querying languages like SQL or NoSQL.

  7. Proficiency in data visualization tools such as Tableau, QlikView, and Power BI.

  8. Data mining expertise.

  9. Understanding of multivariate statistics.

  10. Familiarity with Hadoop.

Soft Skills:

  1. Excellent verbal and written communication skills.

  2. Strong analytical thinking abilities.

  3. Interpretive skills to derive insights from data.

  4. Effective team management skills.

Behavioral Skills:

  1. Critical thinking to analyze complex problems.

  2. Adaptability to changing data environments.

  3. Attention to detail for accurate data analysis.

  4. Decision-making skills based on data-driven insights.

  5. Problem-solving abilities to address data-related challenges.

How To Become a Data Analyst?

To become a Data Analyst, you can follow these steps:

  1. Education and Training: Obtain professional certification through courses, self-learning, or by pursuing a degree/diploma in Data Analytics.

  2. Gain Knowledge: Learn data mining, statistical analysis, and data presentation techniques.

  3. Hands-on Experience: Gain practical experience working with data across various analysis methods.

  4. Industry Specialization: Consider focusing on industries like Banking, Real Estate, Agriculture, Health Care, or Information Technology (IT) where Data Analysts are in demand.

  5. Continuous Learning: Stay updated with the latest tools, technologies, and trends in data analysis.

Impact of Data Analytics on Businesses

Data Analytics has a significant impact on businesses across various industries:

  1. Growth and Progress: Data Analysts help businesses grow by analyzing their progress and identifying areas for improvement.

  2. Demand and Learning: The high demand for Data Analysts encourages people to learn and specialize in this field, expanding their knowledge and skills.

  3. Data Categories: Data Analytics includes data visualization, data sorting, and other sub-categories that play crucial roles in understanding and utilizing data effectively.

  4. Big Data Analysis: Analyzing large volumes of structured and unstructured data (Big Data) helps businesses gain valuable insights to enhance their strategies in the long term.

  5. Quality Courses: While there are many courses available for learning Data Analytics, choosing courses that meet your standards is essential for a successful learning experience.

This article will guide you through the top 10 Data Analyst courses in Mumbai, India, helping you find the right course to suit your needs and expectations.

Best Data Analyst Course in Mumbai

When searching for the ideal Data Analytics course, it's important to consider several criteria:

  1. Level of Course: Determine if the course offers a degree, diploma, or short-term certification.

  2. Duration: Check the duration of the course to ensure it fits your schedule and learning pace.

  3. Pricing: Consider the cost of the course and compare it with your budget and the value you expect to gain.

  4. Mode: Decide if you prefer an online or offline course based on your learning style and convenience.

  5. Pace: Assess the course's pace to see if it aligns with your learning speed and goals.

  6. Location: If opting for an offline course, consider the location and accessibility of the training center.

These criteria will help you make an informed decision and choose the best Data Analyst Course in Mumbai that meets your needs and expectations.


Top 10 Data Analyst Courses in Mumbai

1) - DeveLearn - Best Data Analyst Institute in Mumbai

At DeveLearn, we take pride in being recognized as one of best data analyst institute in Mumbai, offering comprehensive courses with job placement support and a strong emphasis on practical skill development. Our live sessions are personalized to provide focused attention, led by experienced trainers who are dedicated to addressing your questions and guiding you through the curriculum.

Our Data Analytics Course in Mumbai spans 1 year and 2 months, covering the latest subjects, tools, and technologies essential for success in today's job market. What makes us unique is our commitment to hands-on learning and practical skill enhancement. We incorporate a 1 to 2-month internship to provide valuable real-world experience that significantly enhances your competitiveness in the field.

Additionally, our course includes training in advanced tools to ensure that you are well-prepared for your career as a data analyst. With access to our learning management system, you can benefit from continuous learning opportunities through content revision and updated sessions, solidifying your knowledge and skills for long-term success in the data analytics domain.

Course Curriculum is Below:

Advanced Excel:

The Advanced Excel course covers a range of topics to enhance Excel skills for data handling and analysis in professional roles:

  1. Data Cleaning and Preparation

  2. Formulas and Functions

  3. Pivot Tables and Pivot Charts

  4. Data Analysis Tools

  5. Power Query

  6. Data Analysis and Power Pivot

  7. Advanced Charting and Visualization

  8. Macros and VBA

  9. Data Analysis with What-If Analysis

  10. Reporting and Dashboards

Python:

The Python course for data analysts focuses on utilizing Python for data manipulation, exploration, visualization, and analysis. It covers essential skills and libraries for data-driven decision-making:

  1. Python Programming Language

  2. Data Manipulation Libraries

  3. Data Visualization Libraries

  4. Jupyter Notebooks

  5. Data Cleaning and Preprocessing

  6. SQL Integration

  7. Statistical Analysis

  8. Data Analysis Workflow

  9. Web Scraping

  10. NumPy

SQL:

The SQL course provides a thorough grasp of SQL, which is crucial for managing and querying relational databases. It serves as an ideal introduction for beginners:

  1. SQL Basics

  2. Data Manipulation

  3. Data Aggregation and Grouping

  4. Data Joins and Relationships

  5. Subqueries and Derived Tables

  6. Data Cleaning and Preparation

  7. Window Functions (Analytical Functions)

  8. Time Series Analysis

  9. Pivoting and Unpivoting Data

  10. Data Visualization with SQL

Tableau/Power BI:

The Tableau/Power BI course focuses on teaching users how to create interactive dashboards, charts, and reports using these data visualization tools. It enhances data storytelling skills and enables data analysts to transform raw data into meaningful insights for data-driven decision-making. Here are the key areas covered in the course:

  1. Data Connection and Data Source

  2. Data Transformation and Data Modeling

  3. Data Visualization Basics

  4. Creating Basic Visualizations

  5. Interactive Dashboards

  6. Advanced Visualizations

  7. Calculated Fields and Expressions

  8. Table Calculations

  9. Time Series Analysis

  10. Level of Detail (LOD) Expressions

Tools Covered:

Python

  • R

  • Excel

  • SQL

  • Tableau

  • ALteryx

  • Power BI

Course Name, Duration & Eligibility:

  • Data Analyst Course in Mumbai¬†

  • 1 Year 2 Months + Internship with Certificate

  • Courses are open to freshers, undergraduates, graduates, postgraduates, and professionals from any background.

Mode of Study: Online & Classroom


Why Choose DeveLearn for Data Analyst Course in Mumbai?

  • Here are compelling reasons to choose DeveLearn for your Data Analyst Course in Mumbai:

    1. Industry-Expert Instructors: Benefit from real-world insights and expertise shared by our industry-expert instructors, ensuring you receive relevant and practical knowledge.

    2. Cutting-Edge Curriculum: Stay updated with the latest industry trends through our cutting-edge curriculum, designed to equip you with the most in-demand skills and tools.

    3. Practical Projects: Engage in practical projects that provide hands-on experience, fostering confidence and proficiency in data analysis techniques.

    4. Networking Opportunities: Connect with fellow learners and industry leaders, expanding your professional network and gaining valuable insights from diverse perspectives.

    5. Job Placement Assistance: As the one of the best Data Analytics Training Institute in Mumbai with placement support, we have a track record of proven success, with our graduates securing positions in top companies. We ensure a seamless transition into your data analyst career, providing comprehensive training and support every step of the way.

2) Jigsaw Academy

Jigsaw Academy, known for its expertise in Bangalore, now offers specialized data analyst course in Mumbai. These courses cater to everyone, including beginners, and are designed to provide a deep understanding of data analysis. Students not only learn theory but also gain practical experience through projects and case studies.

Joining Jigsaw Academy's a leading data analyst institute in Mumbai means getting access to great instructors, modern resources, and a supportive learning environment. Whether you're starting in data analytics or want to improve your skills, Jigsaw Academy is the place to unlock your potential in data-driven decision-making. It's a transformative learning experience preparing you for success in the data analytics field.

What They Offer:

  • Faculty & Technical Assistance

  • Mobile App access

  • Case Studies

Curriculum Covers:

  • Introduction to Data Analytics,¬†

  • Analytical Methods, and¬†

  • Practical case studies

Tools Covered: Microsoft Excel

Certification: Jigsaw Academy

Mode of Study: Online

Duration: 1 month

3) AnalytixLabs 

AnalytixLabs is a leading Data Analytics institute in Mumbai, known for its carefully designed courses that prepare students for industry jobs. The course covers a wide range of topics such as Data Science, Python, Machine Learning, AI, Deep Learning, SAS, Big Data, and Business Analytics, equipping students with the necessary tools for success in data analysis.

AnalytixLabs is a top choice for Data Analytics course in Mumbai, taught by experts, including alumni from prestigious institutions like IITs and IIMs. The course provides a mix of theory and practical experience through projects and real-world applications. Whether you're starting out or advancing your career, AnalytixLabs provides you with the skills needed to succeed as a Data Analyst in today's data-driven world.

Key Features:

  • Interactive live classes

  • Classroom and Bootcamp options

  • Profile building and interview preparation support

  • Job referrals and ongoing assistance

Curriculum:

  • Building Blocks of Big Data Engineering

  • Overview of Analytics

  • SQL, SAS, and other relevant topics

Duration: 120 hours 

Mode: Online 

Certification: AnalytixLab

4) Udacity

Udacity's online data analyst course in Mumbai takes you on a journey into the world of data analytics. This intermediate-level program focuses on practical applications, teaching you how to clean messy data, uncover patterns, and make predictions using machine learning. The curriculum covers Python, Pandas, NumPy, and advanced data wrangling and visualization tools, giving you hands-on experience relevant to the industry. The course emphasizes practical projects, ensuring students build a portfolio showcasing their skills by the end.

What makes Udacity's course stand out is the expertise of its instructors. You'll receive guidance from industry experts with extensive knowledge and real-world experience, creating a dynamic learning environment. This course is not just about learning; it's about applying knowledge to solve real business challenges. By the end of the course, you'll not only be a data analyst but also a storyteller who can turn data into actionable insights.

Key Features:

  • Real-world projects

  • Career support and technical mentorship

  • Flexible learning options

  • Engaged student community

  • Project reviews by experts

Curriculum:

  • Introduction to Data Analytics

  • Practical Statistics

  • Data Wrangling

  • Data Visualization

  • Python programming

Duration: 4 months 

Mode: Online 

Certification: Udacity

5)  IMS Proschool - Data Analyst Offline Course in Mumbai

IMS Proschool, established in 1977, is dedicated to supporting and motivating students in their careers, offering top-ranked courses in Data Analytics, data science, big data, and Business Analytics. This makes it a leading choice for Data Analytics Course in Mumbai.

The program covers a wide range of topics, including data cleaning, statistical analysis, machine learning, and data visualization using tools like Python, SQL, and Tableau. Students gain hands-on experience with real-world datasets, allowing them to apply their learning to practical situations. With a focus on industry-relevant projects and case studies, the course ensures that students build a strong portfolio showcasing their skills to potential employers.

IMS Proschool stands out for its expert faculty who bring a blend of academic knowledge and industry experience to the classroom. The course curriculum is regularly updated to stay current with the latest trends and technologies in data analytics, providing students with cutting-edge education. Upon completing the course, students are not just data analysts; they are equipped with the skills and confidence to make data-driven decisions that contribute to business success. If you're ready to start your journey into data analytics, IMS Proschool's offline Data Analyst Course in Mumbai could be your gateway to a rewarding

Key Offerings:

  • Joint certification from IMS Proschool and NSDC, with an optional certification from NSE Academy

  • Training by industry experts

  • Active learning methods

  • Tools including Python, R, SQL, and Tableau

  • Flexible batch selection options

Curriculum Highlights:

  • Statistical techniques in Data Analytics

  • Regression techniques

  • Predictive Analytics

  • Applied Machine Learning

  • Industry Projects

  • Tools covered: Excel, Python, R, SQL, and Tableau

Duration: 15 weeks 

Mode: Classroom & Online 

Certification: IMS Proschool & NSE Certification

6) Edvancer

Edvancer, founded by IIT and IIM Alumni, is an online platform offering programs in Data Analytics, Data Visualization, and Predictive Analysis, focusing on job-ready skills and making it a best choice for Data Analytics Course in Mumbai. 

This Course is designed for beginners and includes 90 hours of learning and 100 hours of assignments. You'll learn about predictive modeling, data visualization, and analysis using tools like SQL, R, and Tableau. The course focuses on practical training so you can solve real business problems.

Key Offerings:

  • Career assistance and placement options

  • Training by industry experts

  • Suitable for non-tech students

Curriculum:

  • Predictive Analytics

  • Data Visualization

  • Data Analytics

  • Tools covered: SQL, Tableau, and R

Duration: 180+ hours 

Mode: Online 

Certification: IIT Kanpur

7) NIIT

NIIT, a top Data Analysis Training Centre in Mumbai, stands out for its online & offline learning platform offering job-focused courses like big data, data analytics, and data visualization. Their certificate course in Data Analytics and Visualization provide learners with practical skills for the industry, without the need for any technical background.

Key Offerings:

  • Classroom and app-based learning

  • Faculty guidance from industry experts

  • Hands-on projects

  • Career assistance

  • Hybrid learning options

Curriculum:

  • Data Visualization

  • Data Transformations in Power BI

  • Data analysis using Excel

  • Data Visualization in Power BI Desktop

  • Data Transformation

Duration: 36 to 38 hours 

Mode: Online & Classroom 

Certification: NIIT

8) Learnbay - Best Data Analyst Institute in Mumbai

Learnbay is the premier choice for data analytics certification courses in Mumbai, offering a unique advantage with its Course Completion Certificate from IBM. Renowned for its exceptional data analytics training, Learnbay provides personalized programs tailored to individual needs. The institute emphasizes practical training and hands-on learning experiences, ensuring that learners develop the skills and expertise necessary to address real-world analytical challenges effectively.

If you're looking for the best data analytics institute in Mumbai, Learnbay is the answer. Their data analytics offline course in Mumbai are designed to provide you with industry-relevant knowledge and practical skills that are in high demand. With a focus on practical applications and industry standards, Learnbay's programs prepare you for success in the dynamic field of data analytics.

Key Offerings:

  • Classroom and app-based learning

  • Faculty guidance from industry experts

  • Hands-on projects

  • Placement assistance

Curriculum:

  • Python Programming (Basic + Advance)

  • Statistics & Basic Machine Learning

  • Preparatory Classes (Programming + Maths)

  • Data Analytics Tools

Duration: 130+ hours 

Mode: Online & Classroom 

Certification: In Collaboration With Microsoft & IBM

9) CEDLEARN

CEDLEARN is a Hyderabad-based software training institute specializing in emerging technologies. CEDLEARN's Data Analyst Course in Mumbai focuses on helping students learn Statistical Modeling, Tools, and Visualization to make sense of data effectively. 

The course lasts for 16 weeks and includes 44 sessions, 5 projects, and an internship. It offers a mix of online and classroom training to provide a well-rounded learning experience. CEDLEARN offers a Data Analytics Course in Mumbai with placement support and includes a hackathon with certification, making it an excellent choice for anyone interested in launching a career in Data Analytics.

Key Offerings:

  • Hybrid Learning Model

  • Certification Program

  • Internship Included

  • Job Placement Assistance

  • Regular or Weekend Batches

Curriculum:

  • Business Statistics

  • Data Visualization & Reporting

  • Advanced Excel for Analytics

  • Requirement Evaluation

Duration: 14 Weeks

Mode: Online & Offline

Certification: CEDLEARN 

10) Etlhive

Etlhive is a top-rated Data Analyst institute in Mumbai, renowned for its practical-oriented courses. The institute's success rate and practical approach have made it a preferred choice for data analysis courses in Mumbai. 

The course structure emphasizes hands-on assignments, ensuring an engaging and interesting learning experience. Graduates develop strong computing and analysis skills, enabling them to excel in tasks using industry-relevant tools.

Key Offerings:

  • Hybrid Learning Model

  • Certification Program

  • Job Placement Assistance

Curriculum:

  • Python Programming(Basic and Advanced)

  • Data Visualization with Python

  • Advanced Python

  • Advanced SQL

Duration: 6 to 7 Months

Mode: Online & Offline

Certification: Etlhive

Conclusion:

The above-listed courses offer a comprehensive overview of data analyst courses in Mumbai. Data analytics is a complex field that requires a deep understanding. All the mentioned courses will guide you from the basics to the data analyst level. If you come from a non-technical background, it's important to familiarize yourself with the main components, structure, and concepts outlined in the course details before enrolling.