Machine Learning Using Python Professional & Data Analysis

Machine Learning Training in Kolkata

Machine Learning Training in Kolkata from Indian Cyber Security Solutions design the course to provide a broad introduction to machine learning. More than 1200+ students got placed in a different place from ICSS, Machine learning Institute in Kolkata. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. More than 1000+ students got placed in different MNC after completion of Machine Learning Certification Course in Kolkata.

Machine learning Course in Kolkata is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself by doing Machine Learning Training in Kolkata. More importantly, you’ll learn about not only the theoretical underpinnings of learning but also get trained the Lab-based training from Industry Experts.

The greatest responsibility of any financial service provider is to prevent their client from any kind of fraudulent activity. Financial frauds cost the USA $50 billion annually. Old ways of keeping clients’ accounts secure are no longer good enough. With the advancement in data security, criminals have stepped up to the challenge.

To protect clients’ data against increasingly sophisticated threats, institutions and companies must stay one step ahead of hackers. This training has the ability to compare each transaction against the account history and any such unusual activity like out of state purchase, large cash withdrawal, etc. raise the red flag which delays the transaction until user confirmation. Join Today Indian Cyber Security Solutions for Machine Learning Training in Kolkata. Machine Learning Institute in Kolkata, ICSS helps to grab better job opportunities.


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40 hours - 2 classes per week

Course Fee

Classroom - Rs. 14,000/- + 18% GST & Online - Rs. 12,000/- + 18% GST







Machine Learning Training in Kolkata



Machine Learning Course in Kolkata

Machine Learning Course in Kolkata is the most demanded course by Indian Cyber Security Solutions. Machine learning is an area of artificial intelligence and computer science that includes the development of software and algorithms that can make predictions based on data. The software can make decisions and follow a path that is not specifically programmed.

Machine learning is used within the field of data analytics to make predictions based on trends and insights in the data. A prime example of the application of machine learning is the autonomous vehicle. Sensors around the vehicle deliver thousands of data points which are analyzed and processed to move the vehicle toward its destination. Collective data from thousands of self-driving cars can be used to improve vehicle safety and prevent accidents. Gain perfect knowledge about Machine Learning by doing the Machine Learning course in Kolkata from ICSS to establish yourself in this field.

Funding for research and development in the fields of machine learning and artificial intelligence is growing at a rapid pace. This translates into strong demand for experts that can produce better insights from data.  Top job titles include Machine Learning Engineer, Data Mining Engineer, AI Engineer, and Machine Learning Infrastructure Developer and salary estimates range as high as $130K per year.

Building your data analysis and programming expertise can significantly improve your CV and help you enter the exciting world of machine learning. Grab all these opportunities by doing the best Machine Learning training in Kolkata offered by Indian Cyber Security Solutions. While Machine Learning became the buzz word very recently, the term artificial intelligence (AI) has been around for 60 years.




Machine Learning Course in Kolkata



Eligibility Criteria – Graduation with basic programming languages



Online LIVE Training on Machine Learning Training:

We provide online Live Training on Machine Learning. Indian Cyber Security Solutions have 130+ trainers who are working in different MNCs like Infosys, Cognizant, Wipro, ATOS, Intel and are also members of our research & development team. Trainers are geographically located in different areas provide online training on Machine Learning. All the Machine Learning training in Kolkata classes are held through an application where the faculty and the students are LIVE interacting with each other over the internet. Most importantly, all the classes are recorded and uploaded in our online portal where all students have lifetime access.

We guarantee your satisfaction or we pay back your course fee. There will be 3 instructors dedicated for individual batch which will carry on for 3 months. In conclusion, you can join our class online from anywhere in India as well as in the world.


Watch the video of the project done by our student:




Check Out Current Jobs for Machine Learning in Kolkata

Most importantly, jobs related to Machine Learning are growing rapidly as companies try to get the most out of emerging technologies. There are already so many fields being impacted by Machine Learning, including education, finance, computer science, and more. There are also virtually NO fields to which Machine Learning doesn’t apply.

Indian Cyber Security Solutions provide 3 months of internship on Machine Learning after completion of Machine Learning Training in Kolkata. So you can do an internship from us after completion of your course Machine Learning Training in Kolkata and can place in various company.






Machine Learning Engineer

Data Scientist

Machine Learning Data Engineer


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40 hours - 2 classes per week

Course Fee

Classroom - Rs. 14,000/- + 18% GST & Online - Rs. 12,000/- + 18% GST






Syllabus for Machine Learning Training in Kolkata


Module 1:

  • Features of Python
  • Using the Python Interpreter 
    • Invoking the Interpreter
    • The Interpreter and Its Environment
  • Introduction to Anaconda
    • Anaconda Navigator
    • Anaconda Prompt
    • IPython Console
    • Jupyter qtconsole
    • Jupyter Notebook
    • Spyder
  • An Informal Introduction to Python
    • Using Python as a Calculator
    • First Steps Towards Programming
  • Control Flow Tools
    • if Statements
    • for Statements
    • The range() Function
    • break and continue Statements, and else Clauses on Loops
    • pass Statements
    • Defining Functions
    • More on Defining Function
    • Function special attributes
    • Coding Style

Module 2:

  • Data Structures
    • Lists
    • The del statement
    • Tuples and Sequences
    • Sets
    • Dictionaries
    • Looping Techniques
    • More on Conditions
    • Comparing Sequences and Other Types

Module 3:

  • Concept of Modules
    • Standard Modules
    • The dir() Function
    • Packages
  • Input and Output
    • Fancier Output Formatting
    • Reading and Writing Files

Module 4:

  • Object: properties and operations
  • Class as a blueprint for objects
  • Fields: Python convention for defining private fields
  • Constructors: overloading and chaining
  • Designing static properties, operations and blocks in Python
  • Special method names in a class and their uses (e.g. __new__, __del__, __str__ etc)

Module 5:

  • Single and multiple inheritance
  • Method overriding and polymorphism
  • Iterators
  • Generators
  • Generator Expressions
  • Errors and Exceptions
  • Syntax Errors
  • Exceptions
  • Handling Exceptions
  • Raising Exceptions
  • User-defined Exceptions
  • Defining Clean-up Actions
  • Predefined Clean-up Actions

Module 6:

  • Scipy and Numpy
    • The Basics
      • An example
      • Array Creation
      • Printing Arrays
      • Basic Operations
      • Universal Functions
      • Indexing, Slicing and Iterating
    • Shape Manipulation
      • Changing the shape of an array
      • Stacking together different arrays
      • Splitting one array into several smaller ones
    • Copies and Views
      • No Copy at All
      • View or Shallow Copy
      • Deep Copy
      • Functions and Methods Overview
    • Broadcasting rules
    • Fancy indexing and index tricks
      • Indexing with Arrays of Indices
      • Indexing with Boolean Arrays
      • The ix_() function
      • Indexing with strings
    • Linear Algebra
      • Simple Array Operations
    • Tricks and Tips
      • “Automatic” Reshaping
      • Vector Stacking
      • Histograms


Module 7:

  • Basics of Pandas
    • Introduction to Pandas Data Structures
      • Series
      • DataFrame
      • Index Objects
    • Essential Functionality
      • Reindexing
      • Dropping entries from an axis
      • Indexing, selection and filtering
      • Arithmetic and data alignment
      • Function application and mapping
      • Sorting and ranking
      • Axis indexes and duplicate values
    • Summarizing and Computing descriptive statistics
      • Correlation and Covariance
      • Unique values, Value Counts and  Membership
    • Handling missing data
      • Filtering out missing Data
      • Filling out missing Data
    • Hierarchical Indexing
      • Reordering and sorting levels
      • Summary statistics by level
      • Using a dataframe’s column
    • Other Pandas topics
      • Integer indexing
      • Panel Data

Module 8:

Machine learning vs Statistical Modelling & Supervised vs Unsupervised Learning

  • Machine Learning Languages, Types, and Examples 
  • Machine Learning vs Statistical Modelling
  • Supervised vs Unsupervised Learning 
  • Supervised Learning Classification 
  • Unsupervised Learning 

Module 9:

Supervised Learning I

  • K-Nearest Neighbours
  • Decision Trees 
  • Random Forests
  • Reliability of Random Forests 
  • Advantages & Disadvantages of Decision Trees 


 Module 10:

Supervised Learning II

  • Regression Algorithms 
  • Model Evaluation 
  • Model Evaluation: Overfitting & Underfitting
  • Understanding Different Evaluation Models 

 Module 11:

Unsupervised Learning

  • K-Means Clustering plus Advantages & Disadvantages 

Project Implementation


Course Duration: 3 Months (2 Hours per class)


COURSE FEE: Classroom – INR 14,000/- + 18% GST

Online –         INR  12,000/- + 18% GST



Certificate from INDIAN CYBER SECURITY SOLUTIONS will be awarded after successfully completion of the course.





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40 hours - 2 classes per week

Course Fee

Classroom - Rs. 14,000/- + 18% GST & Online - Rs. 12,000/- + 18% GST


Get a Call from us – ENROLL  NOW


Gradation System: (on total marks obtained) E Excellent Performer (90% – 100% marks)
A+ (80% – 89% marks)
A (70% – 79% marks)
B+ (60% – 69% marks)
B (50% – 59% marks)
C (not qualified – reappear all the modules)



Why Choose Indian Cyber Security Solutions?


  • Get trained from Industry Experts with 10 years of experience.
  • The certificate recognized by the government and private organizations in more than 160 countries.
  • 100 % placement assistance
  • Lifetime access to our online library containing case studies, video tutorials, interview questions.



Machine Learning Institute in Kolkata

Machine Learning Institute in Kolkata is the most demanded course from Indian Cyber Security Solutions. Machine learning is a method of data analysis that automates analytical model building. Moreover, it’s a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention.

Because of new computing technologies, today’s machine learning is not like the past. In addition, it was born from pattern recognition and the theory that computers can learn without being programmed to perform specific tasks; researchers interested in artificial intelligence wanted to see if computers could learn from data. You will be able to expose new data and independently adapt after Machine Learning Training in Kolkata. They learn from previous computations to produce reliable, repeatable decisions and results. In conclusion, it’s a science that’s not new – but one that has gained fresh momentum.

Most importantly, there is great hope in the field of Machine Learning from Machine Learning Institute in Kolkata. Mobile devices, email spam filtering, network intrusion detection, and pattern and image recognition – all these are by-products of applying machine learning. Grab the job opportunity from ICSS the best Machine Learning Institute in Kolkata. 

Machine learning has become a huge part of our life and yet many people don’t understand how machine learning works. Sometimes, even tech-savvy individuals seem to be baffled by the concept of machine learning. While machine learning may seem daunting at the beginning, it is something of value to understand. Apart from the tech sector, scientific researchers have stated that understanding machine learning can improve our motor skills because it influences us to develop a systematic way of thinking.  Complete the training from ICSS, Machine Learning Institute in Kolkata.




Best Course on Python Machine Learning in India


Machine Learning Certification in Kolkata

Machine Learning Certification in Kolkata by ICSS is most demanded course. You may know Machine learning is a subset of artificial intelligence in the field of computer science. It’s often uses statistical techniques to give computers the ability to “learn” with data, without being explicitly programmed. In addition, this is closely related to computational statistics, which also focuses on prediction-making through the use of computers. It has strong ties to mathematical optimization, which delivers methods, theory and application domains to the field. Therefore, machine learning is sometimes conflated with data mining, where the latter sub-field focuses more on exploratory data analysis and is known as unsupervised learning. Machine Learning Certification by ICSS focus on creating systems to utilize and learn from large sets of data.

Join Indian Cyber Security Solutions for Machine Learning Certification in Kolkata to build your career in Machine Learning field. To understand the concept of machine learning better join ICSS to do machine learning certification in Kolkata.

After completion of Machine Learning Certification in Kolkata you’ll be able for real-time ads on web pages and mobile devices, email spam filtering, network intrusion detection, pattern and image recognition. All these are by-products of applying machine learning to analyze huge volumes of data. The companies such as Google, Facebook hire people with the knowledge of machine learning. There is intensive research going on in machine learning in the top universities of the world.

In addition, there is no upper limit to the salary of machine learning experts in the top companies. So there is a great chance to all build their future after completion of machine learning certification in Kolkata. Machine learning is currently one of the hottest topics in IT. There are many job opportunities in future in kolkata as many companies are growing here. In conclusion, you can grab the chance after completion of Machine Learning Training in Kolkata.



Machine Learning Course



Data Science Training in Kolkata

Data Science Training in Kolkata by Indian Cyber Security Solutions is the most demanding training. Data Science is the field of study that gives computers the capability to learn without being explicitly programmed. With a median salary of over $1000, machine learning engineers are some of the most in-demand jobs in artificial intelligence. Machine learning engineers come with competencies on software, natural language processing, statistics, etc. A business intelligence developer brings to the table business acumen apart from skills on artificial intelligence and machine learning. Machine Learning Training in Kolkata focuses on the development of computer programs. You can grow your career in the field of Machine Learning. After Completion of Data Science Training in Kolkata, you can become Data Analyst. Data science is a multifaceted field used to gain insights from complex data. Data Science is an emerging multidisciplinary field that incorporates techniques and theories from mathematics, statistics, and computer programming.


Indian Cyber Security Solutions offers Data Science Training in Kolkata, the most comprehensive Data Science course in the market, covering the complete Data Science lifecycle concepts from Data Collection, Data Extraction, Data Cleansing etc. If you are serious about a career pertaining to Data science, then you are at the right place. Data Science is all about mining hidden insights of data pertaining to trends, behaviour, and interpretation to enable informed decisions to support the business. Data Science Training is a preparation towards the growing demand of Big Data skills and technology. Data Science technologies have generated numerous job titles that pay handsome salaries compared to other IT jobs. A formal Data Science Training embraces you with the required knowledge, skills, technology and expertise to make a fortunate career in the field that has huge number job vacancies.






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