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Professional Data Analytics Training for Beginners

 

📌 Introduction 

In today’s data-driven world, having the right skills to interpret and analyze information is a game-changer. If you’re looking to jumpstart a career in analytics, enrolling in a data analytics course in Kolkata is the smartest move. Whether you're a fresher or someone exploring a career switch, the best data analytics training Kolkata offers can equip you with the essential tools and technologies.

The demand for skilled data analysts is exploding across industries—finance, marketing, healthcare, e-commerce, and even sports. But what sets professionals apart is hands-on experience with real-time analytics projects. This is exactly where our training excels. From Python programming to advanced Excel tricks, from data visualization with Matplotlib to predictive analytics using AI, this course provides a complete learning experience.

In this guide, we’ll break down the modules of a comprehensive data analytics certification course designed for beginners. You’ll learn about tools, workflows, freelancing opportunities, and even job-ready skills that help you thrive in the market. Let’s dive into how you can learn data analytics online or in a classroom setting and become a professional analyst—step by step.

📊 Introduction to AI in Analytics

Artificial Intelligence has revolutionized data analytics by automating processes, identifying trends, and making predictions with incredible accuracy. In our data analytics training with projects, you'll explore how AI helps streamline data wrangling, perform real-time analysis, and develop machine learning models.

Tools like Python's Scikit-learn, TensorFlow, and Google AutoML are introduced in the course to showcase how predictive modeling is applied in real scenarios. Understanding AI’s role will give you a competitive edge and enable you to harness the power of automation in data analysis.

🧪 Capstone Project: End-to-End Analytics Solution

One of the highlights of our data analytics certification course is the capstone project. This project challenges learners to solve a real-world problem using the entire analytics pipeline—from data collection and cleaning to visualization and reporting.

You’ll use industry-standard datasets and tools like Jupyter Notebooks, Excel, SQL, and Tableau. These capstone projects not only test your technical knowledge but also teach you how to communicate insights clearly—one of the most crucial skills for any data analyst.

🐍 Python for Data Analytics

Python has become the go-to language for data analytics due to its simplicity and flexibility. Our training covers:

  • Python installation and IDE setup

  • Data types, variables, loops, and functions

  • Working with CSV/Excel files

  • Data manipulation with Pandas

  • Visualizations using Matplotlib and Seaborn

With these skills, you’ll be able to build your own analytics models and develop automation scripts to make your workflow faster and more efficient.

📚 Using Python Libraries like Pandas and Matplotlib

Libraries like Pandas and Matplotlib are crucial for data handling and visualization. Pandas helps with cleaning and organizing datasets, while Matplotlib enables clear and impactful graphs.

In our data analytics course in Kolkata, we provide real-time exercises using these libraries to:

  • Handle missing data

  • Group and aggregate datasets

  • Create line charts, bar graphs, histograms, and scatter plots

  • Perform exploratory data analysis (EDA)

By mastering these tools, you’ll uncover insights from raw data and present them in a compelling visual format.

📈 Introduction to Data Analytics and Its Importance

Data analytics involves examining datasets to draw conclusions. From improving business decisions to forecasting future trends, it plays a pivotal role in today’s digital economy.

This section introduces:

  • Types of data analytics: Descriptive, Diagnostic, Predictive, Prescriptive

  • Business applications of analytics

  • Data-driven decision-making

  • The growing demand for data analysts globally

According to Wikipedia, data analysis is the process of inspecting, cleansing, transforming, and modeling data to discover useful information. Learning this skill can transform your career and open up doors in multiple industries.

📊 Excel for Data Analytics: Formulas and Functions

While Python is powerful, Excel remains a core tool in data analytics, especially for quick analysis, dashboards, and reporting.

Key Excel topics covered:

  • Lookup functions: VLOOKUP, HLOOKUP, INDEX-MATCH

  • Conditional formatting

  • Pivot Tables and Pivot Charts

  • Data validation and data cleaning

  • Creating dashboards using slicers and charts

These Excel skills will help you perform powerful analyses even before stepping into advanced tools.

💼 Freelancing in Data Analytics

One major benefit of completing a data analytics training with projects is that you become job-ready not only for companies but also for freelancing.

Freelancing opportunities include:

  • Dashboard creation for small businesses

  • E-commerce product and customer trend analysis

  • Financial reporting and forecasting

  • Real estate market research

  • Healthcare data monitoring

Popular platforms like Upwork, Freelancer, and Fiverr are full of clients looking for skilled data analysts. This course guides you on building a portfolio and pitching your skills effectively.

📉 Statistical Analysis for Data Analytics

Statistics is the backbone of data analytics. Without understanding probability, distributions, and hypothesis testing, it’s hard to interpret data correctly.

Topics in this section include:

  • Measures of central tendency: Mean, Median, Mode

  • Dispersion: Standard Deviation and Variance

  • Probability distributions

  • Correlation and regression analysis

  • Hypothesis testing: t-tests, chi-square tests

With a strong foundation in statistics, your ability to draw accurate conclusions from data improves significantly.

🔄 Data Analytics Workflow and Best Practices

An efficient analytics workflow helps you deliver projects on time and with high accuracy. Our data analytics certification course introduces:

  • Data collection techniques

  • Cleaning and preprocessing steps

  • Exploratory data analysis (EDA)

  • Model building and evaluation

  • Storytelling through visualization

  • Documentation and presentation

We also cover best practices such as reproducibility, version control (Git), data privacy, and ethics in analytics.

🧮 SQL Joins and Complex Queries

Structured Query Language (SQL) is vital for accessing and manipulating data stored in relational databases. In this section, you’ll master:

  • SELECT, INSERT, UPDATE, DELETE commands

  • Filtering using WHERE and HAVING

  • Sorting and grouping with ORDER BY and GROUP BY

  • INNER JOIN, LEFT JOIN, RIGHT JOIN, FULL OUTER JOIN

  • Subqueries and complex nested queries

These SQL skills are highly sought after and tested in job interviews, especially for analytics roles in banks, SaaS firms, and startups.

✅ Summary

Professional data analytics training for beginners is your launchpad to a lucrative, in-demand career. Whether you prefer classroom sessions or want to learn data analytics online, this course provides everything—from Python and Excel to AI and SQL.

Key highlights include:

  • Hands-on data analytics training with projects

  • Coverage of Python, Pandas, Matplotlib, Excel, and SQL

  • Freelancing opportunities and portfolio building

  • A comprehensive data analytics certification course with a capstone project

  • Local support with the best data analytics training Kolkata has to offer

Start your journey today and transform the way you understand and use data.

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Digital Marketing FAQs

Acesoftech Academy provides class-room as well-as online instructor based live online training. You can take 4 month course, 6 Months course and 1 year also which includes latest and updated digital marketing training modules. Typical classes last between 4 and 6 months and can be taken either in week-end or week-days also as per your time and schedule.

One skill that is in-demand in the 21st century is digital marketing. Not to mention, UI/UX design is an essential component of any application we develop. Acesoftech Academy offers courses that are specifically tailored for the youth who are going to shape India's core IT workforce in the coming years. So, while we have 3 types of courses on digital marketing offered here, students can also learn web development, content writing and UI/UX design. We start the course from basic and ends the course with making you a professional digital marketer.

Acesoftech Academy offers a hybrid online and class-room learning style for all our courses. That way, no matter what your preference, you'll find a class that suits you. Digital marketing course in Kolkata are available both online and in the classroom. In fact, students who prefer to learn just from an online course even we provide a discount on their courses! The only requirement is that the student must a computer with regular internet access.

Online classes can be a convenient and rewarding way to learn. You'll never have to miss out on the opportunity to improve your skills because our sessions are recorded for later viewing, meaning there's no need to take time out of your day. Additionally, in-person live classes provide another type of learning experience altogether. That said, it's up to you where and how you want to learn. We offer both online and offline options at Acesoftech Academy. So, if you are searching for online Digital Marketing Course in Kolkata, India you can take our classes with full confidence.

We’ve put together few amazing reasons why Acesoftech Academy is the perfect choice for your needs, in addition to providing you with course curricula, our focus is on hands-on and live project training.

We care more about results than anything else. Our commitment to guaranteeing placement has made us one of the most well-known digital marketing training institutes in Kolkata. Established in 2009, our Digital Marketing Training institute has been providing training since 2010 and since then we have never looked back.

Course Design

Our CEO, Mr. Umar Rahman himself has been working on Digital Marketing for last 16 years. He has designed the course module himself. Apart from that most of the parts of the training he covers himself.

One of the earliest Digital Marketing Training institute in Kolkata

Acesoftech Academy has started Digital marketing course in year 2010 (That time it was called SEO Course).Since then we have trained hundreds of Digital Marketing students who are working in different companies from around the world.

Week-end Classes

Acesoftech Academy also provides week-end classes which can be taken by the aspiring candidates who is working professional. Those who does not have time in the week-days to attend, Acesoftech Academy takes care of such candidates and try to adjust the timing so that along with doing job they can enhance their skill.

100% placement assistance

Acesoftech Academy is a well-known Digital marketing Training institute in Kolkata and most of the IT companies know us. They send their request regularly to us, we send our candidate to them and they hire them.

Project is important

We provide them free hosting so that they can host their own domain and also you learn with real-time live project.

Digital marketing is the process of using electronic channels to promote or market products or services. This can include online advertising, social media, email marketing, and more. The goal of digital marketing is to reach a target audience through these channels and convert them into customers or leads.

By learning digital marketing, you'll be able to reach more people with your message and sell more products or services. Additionally, digital marketing is a rapidly changing field, so it's important to keep up with the latest trends and best practices. Finally, as more and more businesses move into the digital space, there will be an increasing demand for digital marketers who are able to help companies grow their online presence.

For pursuing Digital Marketing courses, there is no age bar, there is no education bar. But the general criteria for enrolling is 10th pass. If you have a laptop and basic understanding of computers and the Internet ,you can join this course.

We have two types of courses: 4 Months and 6 Months courses. Course fees for 4 Months is INR 20,0000 and course fees for 6 Months is INR 30,0000/-

We provide our own certificate. But we help in getting other certificates like Google ,Facebook blueprint and hubspot certificates as well.

We have two types of courses. 4 Months and 6 Months there are more than 30 modules in the course.

Yes, after successful completion of the course, we provide 100% placement assistance to our students. We have our own job portal where hundreds of companies are registered and post their jobs.

Maximum student batch size is 5-6 per batch so you can have your time. Also, being the batch size smaller gives individual students the opportunities to ask the questions and get solved the queries.

Digital marketing is high in demand in the market. So, there is a great chance of getting a lucrative salary after completing a digital marketing course in Kolkata. If you check any job website you can search and see, there are a lot of jobs available in the market.

Yes, we provide week-end classes also. So, in case you are a working professional, you can join the class on the week-end also.

Average salary for a fresher Digital Marketer is INR 1,20,000 to 1,80, 000 per year. Once you are 3-4 years experience you can expect minimum 4,80,000 to 7, 20,000/-

You can get record-class video of the class. So, even if you miss the class because of some reason, you can watch the missed class and cover the missed class.

We provide PDF, and pre-recorded videos as course material. You can study at home.When you attend the class you can ask the question or queries that will arise while watching the videos orr ready the PDF book.

There are more than 1700 I.T. companies only in Kolkata. Most of them work in Digital Marketing. They need a Digital marketing executive to handle their clients' projects. So, if you take a Digital Marketing course in Kolkata, your time and money will not be wasted at all. Apart from that as you know Digital Marketing is used in any company irrespective of the sector.

There are more than 10 IT companies in Kolkata which are ex-student of Acesoftech Academy.They're working for handsome money after learning Digital Marketing course. We will guide you how you can open your own digital marketing agency after learning the courses properly.

With the advent of 4G, 5G in India, doing online Digital Marketing courses is easy. However, offline class is always preferred as compared to online. We provide both the modes, online as well as offline courses. We have our class-room training centre in Kolkata, India.

Digital marketing courses come with various types of earning opportunities. Doing this course, you can do freelance work and add income to your family without joining any office.

If you are a student, you can learn this course and there are different opportunities of earning. That we will teach you during the course. So, as a student you can pursue your studies and also earn money side-by-side.

Our Training institute is located at Topsia, near Science city.

Digital marketing is the only course that provides a wide range of earning facilities. After completing the Digital Marketing training you will be able to work as a freelance digital marketer.

Yes, there are different types of earning opportunities after doing a digital marketing course. Such as freelancer SEO content writer, Freelancer on-page SEO optimizer, freelance backlink creator etc.

Yes, fees can be paid in instalments. We have an easy instalment facility for the fees payment so that you can pay the amount easily.

We teach in two mediums Hindi and English.

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