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C | MLUPP – Certified Machine Learning Using Python Professional

Machine Learning Training in Bangalore

C | MLUPP

Machine Learning Training in Bangalore from Indian Cyber Security Solutions design the course to provide a broad introduction to machine learning, data-mining, and statistical pattern recognition. Machine learning is the science of getting computers to act without being explicitly programmed. 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. Machine learning 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 course, 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 Bangalore. More importantly, you’ll learn about not only the theoretical underpinnings of learning, but also gain the Lab based training from Industry Experts  that how needed to quickly and powerfully apply these techniques to new problems.

Machine Learning Training in Bangalore by Indian Cyber Security Solutions is a great opportunity for the people of Bangalore to see yourselves in a higher rank as a Cyber Security as Bangalore Is World’s 2nd Fastest Growing Startup Ecosystem. Bangalore has risen four places in the latest Global Startup Ecosystem Ranking by San Francisco-based Compass, a research firm that provides global benchmarking tools. People from all walks of life, find Bangalore a one-stop destination for a huge number of jobs and career opportunities. Also many IT companies will develop in Bangalore in the upcoming future. So those who are residing there can therefore see themselves in the field of Machine Learning in future after pursuing the course of Machine Learning Training in Bangalore from Indian Cyber Security Solutions.

 


Duration

40 hours - 2 classes per week

Course Fee

Rs. 14,000/- (Inclusive of All Taxes)

 

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Machine Learning Training in Bangalore

 

 

 

Eligibility CriteriaGraduation 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.  As all the trainers are geographically located in different areas provide online training on Machine Learning. All the Deep 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. All the classes are recorded and uploaded in our online portal where all students have life time 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. You can join our class online from anywhere in India as well as in world.

 

Watch the video of project done by our student:

 

 

 

Check Out Current Jobs for Machine Learning in India

 

Jobs

 

Machine Learning Engineer

Machine Learning Developer

 

 

 

 

 

Syllabus of Machine Learning Training in Bangalore

 

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

 

COURSE FEE: INR 14,000/-

 

CERTIFICATION:

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

Certification

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Why Choose Indian Cyber Security Solutions ?

  • 100 % Money Refund Guarantee if not satisfied*
  • Get trained from IT experts & Ethical Hackers with 10 years of experience.
  • Certificate recognized by government and private organizations in more than 160 countries.
  • 100 % placement assistance
  • Life time access to our online library “ HACKERS LAB ” containing case studies, video tutorials, interview questions.

 

 

Best Machine Learning Training in Bangalore

 

Best Machine Learning Training in Bangalore is most demanded course by Indian Cyber Security Solutions in India as well as in Bangalore. 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 Machine Learning Training in Bangalore from Indian Cyber Security Solutions to establish yourself in the field of Machine Learning.

Bangalore has one of the best educational institutions in India and the standard of education is considered to be very high compared to many other states in the country. It is for this reason that students graduating from the Universities in Bangalore are one of the most sought after by the multinationals, Corporates and big industrial houses. Bangalore is a hub for education for students from all over India and many parts of the world as well. Bangalore has the pride of having the world renowned institutions like PES UniversityChrist UniversityJain UniversityBangalore UniversityDayananda Sagar College of Engineering etc.

 

 

University

PES University

University

Christ University

University

Jain University

University

Bangalore University

university

Dayananda Sagar College of Engineering

Students from these and from other colleges, universities can polish their technical skills by Summer training and winter training from Indian Cyber Security Solutions and also can do Machine Learning Training in Bangalore. This is the best training institute for Machine Learning and can get chance to work as a Machine Learning Engineer after completion of Machine Learning Training in Bangalore.

Bangalore’s most sought-after business destination According to a leading business report ‘Whitefield’ addresses almost 75% of the commercial office space requirements in Bangalore and is hub to leading IT, biotechnology and other associated companies. Due to steady growth potential in both commercial and residential projects, Whitefield today is seen not only as the ideal location for your business but also a sound business investment. Over 700 industries, IT parks, top-grade international schools, hospitals, shopping destinations and residential projects make Whitefield a highly desirable address. It is a great opportunity for the Bangalore students to build their career in Machine learning after completion Machine Learning in Bangalore. 

The machine learning technology is used in most banking and finance industry because the proper implication of technology can give the outstanding result and significant improvement can be seen in terms of replacing legacy system and developed enterprise. Machine Learning Training in Bangalore will help you in the banking & Finance sector in taking company’s decision making, improving customer experience, increasing the back end and front end staff efficiency.

 

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Other Location for Online Courses:

Bhubaneswar

Hyderabad

education

Summary
Review Date
Reviewed Item
Very much satisfied with Machine Learning Training in Bangalore. Trainers are very helpful and very experienced. Got all live recorded classes after completion of the course.
Author Rating
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