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

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

Anyone with a keen interest in data and analytics can join the Data Science Course at Acesoftech Academy. This course is ideal for graduates from various academic backgrounds such as BCA, B.Tech, BSc.IT, MCA, and similar fields. Professionals looking to transition into a data science role or enhance their current skill set are also welcome.

Even if you come from a non-technical background, our comprehensive curriculum and expert trainers will guide you through the fundamentals, ensuring you acquire the necessary skills. Whether you're a recent graduate, a working professional, or someone looking to switch careers, Acesoftech AcademyтАЩs Data Science Course offers an exceptional opportunity to gain proficiency in this dynamic field and thrive in the competitive job market.

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Fresher Graduate

Fresher graduates can learn Data Science and establish a promising career. Data Science's simplicity and comprehensive documentation make it accessible to newcomers, enabling them to quickly acquire skills and embark on a successful journey in mobile app development.

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Who wants to become a Full Stack Developer

Career as a Modern Mobile App developer

A career as a modern mobile app developer offers exciting opportunities for innovation and growth. With technologies like Data Science revolutionizing the industry, developers can create cutting-edge applications and thrive in a dynamic and rewarding profession.

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Business owners

Business owners can leverage Data Science to develop their own Android and iOS applications. Learning Data Science empowers entrepreneurs to create versatile and high-quality apps, enhancing their business presence and reaching a wider audience across different platforms.

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For Freelancer

For freelancers, mastering Data Science opens doors to diverse opportunities. With its ability to develop cross-platform apps efficiently, Data Science empowers freelancers to expand their client base, tackle diverse projects, and excel in the ever-evolving landscape of mobile app development.

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Front-end Developers to become Full Stack Developer

If you're a Front-end Developer poised to advance to Full Stack expertise, consider this course your gateway. Seamlessly transition from the front-end to the expansive world of full-stack development, enhancing your skills along the way. Open up a plethora of new career possibilities with this transformative opportunity.

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

Portfolio Static App

Creating your debut portfolio? Spotlight skills, diverse projects, and personal journey. Keep it captivating!

Blog With API

In your second project, delve into crafting a blog with API integration. Weave creativity, data, and seamless user experience into your digital narrative.

E Commerce With API

In your last project, sculpt an e-commerce gem using Redux Toolkit. Merge functionality, style, and efficiency for a stellar online shopping experience.

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Projects Are
compulsory

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.

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Modern Mobile Apps Developer

"After learning Flutter" is a succinct way to emphasize the pathway to becoming a modern mobile app developer. It's concise and gets the point across effectively.

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Most Popular App technology

Flutter, the most popular app development technology, offers a solid career path. Learning it equips you to build robust applications and opens doors to lucrative opportunities in the tech industry

Flutter is Google's Product

Flutter, a product of Google, ensures a stable career trajectory. Mastering it equips you with in-demand skills, fostering stability and growth in your professional journey.

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Higher salary package

The pay package of a Flutter developer surpasses that of other mobile app developers. Mastering Flutter can lead to higher earning potential and greater opportunities in the rapidly growing tech industry.

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Develop Android & IOS Apps with the same code

Develop Android & iOS apps with the same code. With Flutter, you can create mobile apps for both platforms seamlessly, streamlining development and maximizing efficiency in your projects.

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Dart language, is easy to learn

Dart language is easy to learn. Flutter utilizes Dart, making it accessible for developers to grasp. Learning Dart enables efficient development with Flutter, enhancing your skills and project capabilities.

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Growing Community

Flutter's community is growing day by day. Joining this vibrant community offers invaluable support, resources, and networking opportunities, fostering continuous learning and professional growth in app development.

Data Science Course Benefits

Data Science comes with several benefits through world-class learning at Acesoftech Academy. Start a transformative journey with our Data Science course in Kolkata at Acesoftech Academy. Master the essential skills in data analysis, machine learning, and statistical modeling. Explore tools such as Python, R, and SQL for comprehensive data management and analytics solutions. Acquire practical experience through real-world projects and unlock abundant opportunities in Kolkata's flourishing tech landscape. From immersive sessions to hands-on projects, our carefully curated curriculum ensures you're thoroughly prepared for the dynamic realm of data science. Enhance your skills with Acesoftech Academy, Kolkata's foremost institute of higher education.

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Unique Online Courses

Online Learning Courses Designed For Real Life

Master the Flutter 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 Flutter development. 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 Flutter development, backed by our commitment to your success.

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