Skip to main content

Data Science Course in Kolkata

  Python Course for Data Science in Kolkata

Python is one of the most popular programming languages and has been gaining popularity in the data science community in recent years. Python course for Data Science Course in Kolkata is designed to give you an in-depth understanding of the various libraries and frameworks used in data science. The course covers various topics such as data wrangling, data visualization, machine learning, and deep learning. The course also provides placement assistance to help you get started with your data science career. If you want to do Python course for Data Analytics in Kolkata, you are at right place.
Acesoftech Academy offers advanced python course which comes with projects so that you can get in-depth knowledge about python. If you are looking for Python training institute for Data Science in Kolkata, you are assured to provide professional training.

Module 1: Introduction to Data Science

What is Data Science?
What is Machine Learning?
What is Deep Learning?
What is AI?
Data Analytics & it’s types

Module 2: Introduction to Python

What is Python?
Why Python?
Installing Python
Python IDEs
Jupyter Notebook Overview

Module 3: Python Basics

Python Basic Data types
Lists
Slicing
IF statements
Loops
Dictionaries
Tuples
Functions
Array
Selection by position & Labels

Module 4: Python Packages

Pandas
Numpy
Sci-kit Learn
Mat-plot library

Module 5: Importing data

Reading CSV files
Saving in Python data
Loading Python data objects
Writing data to CSV file

Module 6: Manipulating Data

Selecting rows/observations
Rounding Number
Selecting columns/fields
Merging data
Data aggregation
Data munging techniques

Module 7: Statistics Basics

Central Tendency

Mean
Median
Mode
Skewness
Normal Distribution

Probability Basics
What does it mean by probability?
Types of Probability
ODDS Ratio?

Standard Deviation
Data deviation & distribution
Variance

Bias variance Tradeoff
Underfitting
Overfitting

Distance metrics
Euclidean Distance
Manhattan Distance

Outlier analysis
What is an Outlier?
Inter Quartile Range
Box & whisker plot
Upper Whisker
Lower Whisker
Catter Plot
Cook’s Distance

Missing Value treatments
What is an NA?
Central Imputation
KNN imputation
Dummification
Correlation
Pearson correlation
Positive & Negative correlation

Error Metrics
Classification
Confusion Matrix
Precision
Recall
Specificity
F1 Score

Regression
MSE
RMSE
MAPE

Why is Python Essential for Data Science?


The following are a few reasons why Python is an essential tool for data science:

Python is Flexible: In terms of flexibility, Python is ideal for developers who wish to script applications and websites. This is because Python is a simple language that does not require as much coding skill as other languages.

Easy to Learn: The main goal of Python is to keep things simple and readable, making it an excellent tool for beginners. Furthermore, Python has a relatively low learning curve, giving programmers more freedom to experiment. As compared to the old languages, Python has fewer lines of code, so programmers can play around more.

Python is Open Source: Essentially, Python is free and designed to run on Windows and Linux environments. It can also be ported to other platforms as well.

Large community: Python is widely used in academia and industry. This means there are many analytics libraries available. Additionally, Python users have access to Stack Overflow, mailing lists, and user-contributed code and documentation. Python is becoming more and more popular every day.

Start attending interviews from 2nd month of the course itself

                250+ Hiring Partner companies

Dedicated Mentors for Doubts sessions

Good Lab space for Practice everyday after class

Only one batch per month with 15 students

100% job guaranteed program

Certified & 5+ years Experienced Trainers

Dedicated HR Teams in all Major cities in India

   Advantages of Training at Acesoftech Academy

               Flexible Online Live and Classroom Training

              100% Internship/Job Guarantee Programs

               Dedicated Placements Team

               Mastery-Level Certifications that are Globally Accepted

               Backup Classes & Lifetime LMS Access

               Completely Practical Oriented Approach

                Hands-on training on the capstone projects

                Free Technical Support & Individual Career Counselling

                Expert mentoring Weekly Tests & Assignments

                Mock-up Exams, and Interviews

                Meet-ups, Workshops, Hackathons & Conferences

                Exclusive programs for Non-IT professionals


Why is Python such a great tool for data analysis?

ften used to streamline massive, and complex data sets, Python is a multi-functional, maximally interpreted programming language.

The advantages of Python make it the best choice for data analysis.

Below Are Some Of The Features:

Learning is easy:

In addition to focusing on simplicity and readability, Python offers a multitude of useful options for data analysts and scientists.
Due to its relatively simple syntax, even novices can create effective solutions for complex scenarios with just a few lines of code.

Adaptability:

Among data scientists and analysts, Python's extreme versatility is another powerful attribute.

Thus, data models can be created, data sets can be systematized, ML-powered algorithms can be developed, web services

can be developed, and data mining can be used to complete various tasks efficiently.

A large collection of libraries:

Several libraries are completely free and open to the public, which is a key factor that makes Python essential for data

analysis and data science.

The data science community is probably familiar with libraries such as Pandas, SciPy, StatsModels, and others.

Libraries are constantly expanding, providing robust solutions.

Visualization and graphics:

It is well known that visual information is much easier to comprehend, work with, and recall.

Since Python offers many visualization options, it is a must-have method for all data science, not just processing.

Data analysts can make data more accessible by developing numerous charts and graphics, as well as web-ready interactive plots.

Tools for data analytics built-in:

Complex data can be processed with Python's built-in analytics tools.
In addition to other critical metrics in evaluating performance, Python's built-in analytics tools can also easily
penetrate patterns, correlate information in extensive sets, and provide better insights.

Comments

Popular posts from this blog

10 Best Tips for Social Media Marketing Strategy

    Social media marketing is the source of power that helps the business, brand and product holders to set branding, drive sales and create quality leads. Sometimes it can be task-oriented and a big time-wasting dud. The key is to recognize how to create; measure and carry out the overall plan perfectly.   The businesses which are trying to get positive social media marketing results have to go through regular challenges. We have collected a list of social media marketing strategies from different industry professionals and social media experts. These social media professionals vary from everyday marketing professionals and major influencers. Have a look at the strategies given below: Know Your Mission Before going forward, it is important to identify that what is your mission. Decide what you want to get once implementing your social media plan. You should aim towards your brand marketing strategy for your business promotion that could help you to get more traffic toward you

5 reasons your business need digital marketing

Digital marketing or Internet marketing is a huge term used to reach customers using online and mobile techniques. As compared to traditional marketing techniques, digital marketing is believed to be more interactive, targeted and measurable. There are different marketing strategies, techniques, and campaigns which are changing continuously. The business world is making its presence online in the digital marketplace. No doubt, a business can get leads through publishing advertising and campaigns on TV, radio, magazines, and newspapers but digitally promoting your business is equally important. Promotion through digital marketing practices doesn’t require a huge document. It is effortless and easy. Industry statistics and trends show how digital marketing actually works despite the size of the company. This is the process used to attract targeted traffic online that brings a huge difference between a successful and a failed one business. If you are getting lots of daily traffic toward

How to get more tweets on twitter?

Have a thought ever came into your mind and you wonder why the peoples magically retweet some tweets whereas others go ignored? Are you looking for some easy formulas that could help you to encourage peoples to retweet your tweets? Then we have the answer right here!! When utilized intelligently, retweets regularly prompt more audience, more web traffics and more followers. Currently, there are more than 550 million peoples on Twitter, 58 million new tweets posted on a daily basis and 135,000 new users join Twitter in a day. So to attract them and encourage them to retweet your tweets is hard work. Following are some important tips that will help you to get more retweets: 1. Share original content Everyone likes to be the first to retweet any new news or story. When you react quickly on breaking news or create an original story of content, your chances of being retweeted multiple times will be increased automatically. 2. Be unique If you aren’t the first owner of the story or news, the

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.

Student's Testimonial