Data Science

Course in Kolkata

ai included

3 Capstone Projects included

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Data Science Training In Kolkata with 100% placement

Data Science coursse as per Industry Standard

Data Science Course

Learn Data Science in Kolkata from Acesoftech Academy, the city's premier provider of quality training in this transformative field. Our Data Science course, led by expert trainers, offers a comprehensive learning experience enriched with practical insights and hands-on projects. With a curriculum that includes 3 Capstone Projects, you'll gain valuable experience tackling real-world data challenges, preparing you for success in the industry.

At Acesoftech Academy, we are committed to your career growth and offer 100% placement assistance, ensuring you have the support needed to secure rewarding opportunities in Data Science. Our course is designed to equip you with essential skills in data analysis, machine learning, and predictive modeling, making it the best Data Science course in Kolkata for aspiring professionals.

What sets Acesoftech Academy apart is our dedication to staying at the forefront of industry trends. We regularly update our curriculum to reflect the latest advancements in Data Science, ensuring that you receive training that is relevant and up-to-date. Whether you're starting your career or looking to advance in the field, our program provides the knowledge and practical experience needed to excel.

Join us at Acesoftech Academy and embark on a learning journey that prepares you for a successful career in Data Science. Contact us today to learn more about our courses and take the first step towards becoming a proficient Data Scientist in Kolkata.

Powerful reasons

Why Acesoftech Academy
for Data Science Course

Latest & Updated Courses

We always provide the latest and updated courses as per industry requirements. Our aim is to make you a professional.

Small-Size Batches

We mostly provide one-on-one and small batch training so that the quality of the training can be maintained.

Projects Are Compulsory

In our courses, completing the projects is not optional but compulsory. To boost confidence in you, it's necessary.

Online & Offline Classes

We provide both online and offline classes. You can choose as per your convenience. You can switch the mode at any time.

Rich Course Materials

We provide course material in PDF and video formats. The aim is to make you learn not just in our class but also at your home.

100% Placement Assistance.

We provide 100% placement assistance after successfully completing the course. We will not leave you until we place you.

Help In Resume & Interview

We help you in interview preparation and resume building. We provide you with mock interview questions and answers.

Globally Recognized Certificate

The certificate provided by us will be valid in any top company in the world as well as any recognized organizations.

Who Can Join This Course?

Immerse Yourself in World-Class Learning at Acesoftech Academy

This Data Science course at Acesoftech Academy is designed for individuals passionate about working with data. It’s perfect for graduates from diverse academic backgrounds, including BCA, B.Tech, BSc.IT, MCA, and related fields. If you are a professional aiming to shift into a data science role or expand your existing knowledge, this course is for you.

Even if you come from a non-technical background, don't worry! Our well-structured curriculum and expert trainers will guide you step by step, ensuring you grasp the core concepts and techniques. Whether you're a recent graduate, an experienced professional, or someone seeking a career change, Acesoftech Academy’s Data Science Course is an excellent way to master the skills you need to excel in this rapidly growing field.

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Data-Science-Course

Fresher Graduates

Fresh graduates can start their career in Data Science with a solid foundation. Data Science's wide range of tools and resources make it easy for newcomers to learn quickly, opening doors to excellent career opportunities in analytics and technology.

Data-Science-Course

Those Seeking Career Shifts

If you're looking to shift your career into data science, this course is ideal. With its growing demand, learning data analysis, machine learning, and data visualization can help you transition smoothly into high-demand data-driven roles.

Career in Data Science

A career in Data Science offers an exciting and lucrative future. By mastering key tools like Python, R, and SQL, you’ll be prepared to contribute to innovative projects and thrive in industries such as healthcare, finance, and technology.

Data-Science-Course

Business Owners

Business owners can leverage Data Science to make smarter decisions. With data analysis, predictive modeling, and visualization, you’ll be able to understand consumer behavior and optimize business strategies to drive growth.

Data-Science-Course

Fresh Mathematics Graduates from Any Stream

If you're a fresh mathematics graduate, learning Data Science can open up new career opportunities. With your strong foundation in analytical thinking and problem-solving, Data Science allows you to apply these skills in real-world data-driven applications, making you a valuable asset in industries like tech, finance, and healthcare.

Frequently Asked Question

What are the prerequisites for learning Data Science?

Basic knowledge of mathematics, statistics, and programming (Python, R, etc.) is recommended. Familiarity with databases and data manipulation techniques is advantageous.

I come from a non-technical background. Can I learn Data Science?

Yes, our course is designed to accommodate learners from diverse backgrounds. Our trainers provide step-by-step guidance to ensure you grasp the fundamentals effectively.

What is the average package for a Data Scientist in Kolkata?

Salaries can vary based on experience and the employer. On average, a Data Scientist in Kolkata can expect a competitive salary ranging from тВ╣5 Lac to тВ╣10 lac per annum.

What are the job roles available after completing the course?

Graduates typically pursue roles such as Data Analyst, Machine Learning Engineer, Business Analyst, or Data Scientist in various industries like IT, healthcare, finance, and more.

Do you offer both online and offline courses?

Yes, we provide both online and offline classes to accommodate different learning preferences and schedules.

Are weekend classes available?

Yes, we offer weekend classes to cater to working professionals and students with busy schedules.

Is learning Data Science through your course sufficient to start a career?

Our comprehensive curriculum and practical approach equip you with industry-relevant skills and hands-on experience, preparing you for a successful career in Data Science.

What tools and technologies will I learn during the course?

You will learn popular tools and technologies such as Python, R, SQL, TensorFlow, and more, along with techniques in machine learning, data visualization, and statistical analysis.

How can I enroll in the Data Science course at Acesoftech Academy?

To enroll, visit our website or contact our admissions team. You can also attend a demo session to experience our teaching methodology firsthand.

Can I make payment in installments?

Yes, you can make payment in easy installments.

My question is not listed. How can I get an answer?

Feel free to ask any other questions, and I'll be happy to assist! ЁЯШК

Data Science Course Content


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Introduction to Cross-Platform App Development

Overview of App Development: Introduction to various App Platforms тАУ Android, iOS, Windows, Web Discussing the Cost Challenge in developing apps for Multiple Platforms

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Module 1: Introduction to Data Science

  • What is Data Science
  • What is Machine Learning
  • What is Deep Learning
  • What is AI?
  • Data Analytics and its types
  • Why Python?

Python (Basics to Advanced

  • Installation and Google Colab setup
  • Understanding various Python notebooks like Jupyter, Spyder
  • Variables and data types: numbers, Boolean, and strings
  • Operators
  • Conditional statements
  • Functions
  • Sequences
  • Files and Classes
  • Object-oriented programming
  • Inheritance
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Module 3: Python Packages

    NumPy

  • Introduction to NumPy
  • Array creation and manipulation
  • Mathematical operations with NumPy
  • Broadcasting and vectorization
  • Working with multidimensional arrays
  • Indexing, slicing, and iterating
  • Statistical functions and random number generation
  • Linear algebra with NumPy

Pandas

  • Introduction to Pandas
  • Series and DataFrame creation
  • Data indexing and selection
  • Data cleaning and preparation
  • Handling missing data
  • Merging, joining, and concatenating datasets
  • Grouping and aggregation
  • Time series analysis with Pandas

Matplotlib

  • Introduction to Matplotlib
  • Creating basic plots: line, bar, scatter, and histogram
  • Customizing plots: titles, labels, and legends
  • Working with multiple figures and axes
  • Plotting with styles and colors
  • Handling dates and times in plots
  • Advanced plotting techniques: subplots, grids, and 3D plots
  • Saving and exporting plots

Seaborn

  • Introduction to Seaborn
  • Creating statistical plots: distribution, categorical, and matrix plots
  • Customizing Seaborn plots
  • Visualizing linear relationships with regression plots
  • Working with pair plots and joint plots
  • Enhancing data visualization with Seaborn themes and color palettes
  • Plotting complex datasets with Seaborn
  • Combining Seaborn and Matplotlib for advanced visualizations
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Module 4: Statistics

  • Types of statistics
  • Descriptive statistics
  • Types of data
  • Population and sample
  • Mean, median, mode
  • Regression
  • Variability
  • R-squared
  • Correlation
  • Covariance
  • Distribution
  • Normal distribution
  • Standard normal distribution
  • Central limit theorem
  • Standard error
  • Confidence intervals
  • Z-score
  • Margin of errors
  • Hypothesis Testing
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Module 5: Linear Algebra Basics

  • Vectors
  • Matrix
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Module 6: Probability

  • Basic probability
  • Computing expected values
  • Events
  • Combinatorics
  • Factorials
  • Bayesian inference
  • Sets and Events
  • Probability distributions
  • Discrete distributions
  • Applications of probability in statistics
  • Applications of probability in Data Science
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Module 7: Data Preprocessing

  • Handling missing values
  • Encoding categorical data
  • Splitting the dataset
  • Feature scaling
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Module 8: Exploratory Data Analysis

  • Feature Engineering
  • Data Visualization - Power BI (Basic to Advanced)
  • Different chart types
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Module 9: Machine Learning

  • Introduction to ML
  • Types of AI
  • Stages of ML projects
  • Types of ML algorithms
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Module 10: Regression

  • Simple linear regression
  • Multi linear regression
  • Model Evaluation
  • Project: Kaggle bike demand prediction
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Module 11 - Classification

  • Logistic regression
  • Bagging and Boosting
  • SVM
  • KNN
  • Decision Trees
  • Random Forest
  • XG Boost Classifier
  • Naïve Bayes
  • Model Evaluation
  • Project: Open Kaggle Competition Project
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Module 12 - Clustering and Time Series Analysis

  • K-means clustering
  • Hierarchical clustering
  • Model evaluation
  • Parameter tuning
  • Model visualization
  • Introduction to Time Series Data
  • Time Series Forecasting Methods
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Module 13 - Natural Language Processing (NLP)

  • Introduction to NLP
  • Text Preprocessing
  • Bag of Words Model
  • TF-IDF Model
  • Sentiment Analysis
  • NLP Applications (Chatbots, Text Summarization, Language Translation)
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Module 14 - Model Tuning

  • Hyperparameter Optimization
  • Grid Search
  • Random Grid Search
  • Bayesian Optimization
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Module 15 - Recommendation System

  • Content-based filtering
  • Collaborative based filtering
  • Market basket Analysis
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Module 16 - Databases

  • SQL
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Module 17 - Deep Learning

  • TensorFlow and Keras
  • Deep learning framework
  • CNN and RNN

Data Science Jobs in Kolkata

Data Science jobs in Kolkata are flourishing, presenting numerous opportunities for skilled professionals in this dynamic field. As one of the fastest-growing technology hubs in India, Kolkata offers a fertile ground for data scientists, analysts, and machine learning experts. Companies across various sectors, including finance, healthcare, e-commerce, and IT, are actively seeking data professionals to help them leverage data-driven insights and drive business growth.

The demand for data scientists in Kolkata is driven by the need for expertise in big data analytics, predictive modeling, and artificial intelligence. With competitive salaries and opportunities for career advancement, Kolkata is an attractive destination for both fresh graduates and experienced professionals. Major companies, startups, and research institutions are all vying for talented data scientists who can turn complex data into actionable insights.

Whether you are a recent graduate with a degree in computer science, statistics, or a related field, or a seasoned professional looking to pivot into data science, Kolkata offers a wealth of opportunities. Join the city's thriving tech community and embark on a rewarding career path in data science today.

Data-Science-Course

High-Demand Career Path

Data Science is one of the fastest-growing fields globally, offering immense career opportunities. Mastering it opens doors to high-paying roles in top industries.

Data-Science-Course

Most In-Demand Skillset

Data Science skills like Python, Machine Learning, and Big Data analytics are in high demand. Companies actively seek professionals with expertise in these areas.

Powered by AI & Machine Learning

Data Science integrates Artificial Intelligence and Machine Learning, enabling businesses to make data-driven decisions and improve efficiency.

Data-Science-Course

Lucrative Salary Packages

Data Scientists earn competitive salaries, often surpassing other IT professionals. Companies are willing to pay a premium for data-driven insights.

Data-Science-Course

Work in Diverse Industries

Data Science is applicable in healthcare, finance, e-commerce, marketing, and more. This versatility allows you to work in multiple domains.

Data-Science-Course

Python – The Preferred Language

Python is widely used in Data Science due to its simplicity and extensive libraries. Learning Python makes data manipulation and analysis effortless.

Data-Science-Course

Growing Data Science Community

The Data Science community is expanding rapidly, offering strong support, learning resources, and networking opportunities for career growth.

Benefits of Our Data Science Course

Unlock the power of data with Acesoftech Academy's industry-leading Data Science course in Kolkata. Gain expertise in data analysis, machine learning, and statistical modeling while mastering essential tools like Python, R, and SQL. Our hands-on, project-based approach ensures you develop real-world problem-solving skills, making you job-ready for Kolkata's fast-growing tech industry. With expert-led training and a structured curriculum, we prepare you for a successful career in data science. Join Acesoftech Academy, Kolkata's premier institute for data science education.

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Unique Online Courses

Online Learning Courses Designed For Real Life

Master the Data Science course online in Kolkata with unwavering confidence, knowing that you're equipped with the skills needed for success. Our comprehensive program ensures thorough learning, covering all essential aspects of Data Science, including data analysis, machine learning, and statistical modeling. With personalized guidance and practical examples, you'll gain confidence in your abilities and be ready to tackle real-world projects. Join us and take the first step towards a promising career in Data Science, backed by our commitment to your success.

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