Machine Learning Training

Best Machine Learning Training in Chennai


Troy Infotech, the best Machine Learning Training institute in Chennai provides interactively designed Machine Learning training. We designed our course content not only to gain theoretical knowledge but also helps the participants in discovering & doing research in the subject. Taking Machine Learning course at Troy Infotech will make participants efficient in using Machine Learning in real life business scenarios.

 

In our Machine Learning Training in Chennai, the course contents are specially designed accordingly to meet the current Industrial needs. We have kept our course fee as reasonable one so that anyone can easily afford it.

 

Our Machine Learning training course in Chennai includes basic to advanced level concepts and our Machine Learning course is designed to get the placement in good MNC companies in Chennai as quickly as once you complete the Machine Learning training course from our institute. Our Machine Learning trainers are subject experts & they are experienced working professionals with hands on real time multiple Machine Learning projects knowledge. We have designed our Machine Learning course content and syllabus based on students requirement for achieving their career goal. In our Machine Learning training program, you will learn Machine Learning real time project along with Machine Learning placement training.

 

Our best Machine Learning course in Chennai at Troy Infotech is the comprehensive and training intensive course that helps the students in gaining sound knowledge on the fundamentals, principles and techniques. They would also be exposed to real time work environment in the form of real-time projects as well. The Machine Learning Training course is designed by industry experts and taught by our talented consultants/ trainers. Apart from this the students get to interact with the technology experts who would give them insights on the actual application of the concepts in the developing applications at our training institute.

 

On successful completion of this exhaustive training course students would placement assistance as well. Our institute is the best in providing the real-time Machine Learning Training in Chennai with placement assistance for our students & our class timings will be more flexible for the students which will be conducted in both the weekdays & weekends.

Course Description


Machine Learning is basically a technique behind innovations such as facial recognition, self-driving cars, predictive results in search, Predictive text etc. It is playing a significant role in developing new algorithms which actually permits software application to predict/achieve accurate results without being explicitly programmed. Machine Learning is mainly implemented where programming or developing an efficient algorithm is problematic or not feasible. A form of artificial intelligence, machine learning is revolutionizing the world of computing as well as all people’s digital interactions now a days. By making it possible to quickly, cheaply and automatically process and analyzing huge volumes of complex data, machine learning is critical to countless new with future applications. Machine learning powers such innovative automated technologies as recommendation engines, facial recognition, fraud protection and even self-driving cars in the current scenario. This Machine Learning course actually prepares engineers, data scientists and other professionals with knowledge and hands-on skills required for certification and job competency in machine learning. The demand for machine learning skills is growing quickly in these days.

 

Troy Infotech is the renowned training institute providing one of the best Machine Learning Training Course in Chennai. Don’t loose any opportunity that makes you to shine. Join our institute to achieve your career goals.

Course Objective


After the end of the training course, students will be familiar with the following:

The main objective of this training program is to understand how machines can learn from its past experience which is considered as the core of AI.
The students will focus on creating strong fundamental knowledge sets on building algorithms by mastering the principles of statistical analysis.
Students can simply enhance their skills in managing data and making computers and other similar devices more intelligent in performing their tasks automatically.
This course also gives certified professionals a lot of career building opportunities.

Machine Learning Training In Chennai Course Syllabus:


Introduction to Data Science

  • What is data science & explain its importance?
  • Applications of data science
  • Various data science tools
  • Data Science project methodology
  • Tool of choice-Python: what & why?
  • Case study

 

Introduction to Python

  • Installation of Python framework and its packages like Anaconda & pip
  • Writing/Running python programs using Spyder Command Prompt
  • Working with Jupyter notebooks
  • Creating Python variables
  • Numeric , string and logical operations
  • Data containers including Lists , Dictionaries, Tuples & sets
  • Practice assignment

 

Iterative Operations & Functions in Python

  • Writing for loops in Python
  • While loops and conditional blocks
  • List/Dictionary comprehensions with loop
  • Writing your own functions in Python
  • Writing your own classes and functions
  • Practice assignment

 

Data summary & visualization in Python

  • Need for data summary & visualization
  • Summarising numeric data in pandas
  • Summarising categorical data
  • Group wise summary of mixed data
  • Basics of visualisation with ggplot & Seaborn
  • Inferential visualisation with Seaborn
  • Visual summary of different data combinations
  • Practice assignment

 

Data Handling in Python using NumPy & Pandas

  • Introduction to NumPy arrays, functions & properties
  • Introduction to Pandas & data frames
  • Importing and exporting external data in Python
  • Feature engineering using Python

 

Generalised Linear Models in Python

  • Linear Regression
  • Regularisation of Generalised Linear Models
  • Ridge and Lasso Regression
  • Logistic Regression
  • Threshold determination methods & performance measures for classification score models
  • Case Study

 

Tree Models using Python

  • Introduction to decision trees
  • Tuning tree size with cross validation
  • Introduction to bagging algorithm
  • Random Forests
  • Grid search and randomized grid search
  • ExtraTrees (Extremely Randomised Trees)
  • Partial dependence plots
  • Case Study & Assignment

 

Boosting Algorithms using Python

  • Concept of weak learners
  • Introduction to boosting algorithms
  • Adaptive Boosting
  • Extreme Gradient Boosting (XGBoost)
  • Case Study & assignment

 

Machine Learning Basics

  • Converting business problems to data problems
  • Understanding supervised and unsupervised learning with examples
  • Understanding biases which associated with any machine learning algorithm
  • Ways of reducing bias & increasing with generalisation capabilites
  • Drivers of machine learning algorithms
  • Cost functions
  • Brief introduction to gradient descent
  • Importance of model validation
  • Methods of model validation
  • Cross validation & average error

 

Support Vector Machines (SVM) & kNN in Python

  • Introduction to idea of observation based learning
  • Distances and similarities
  • k Nearest Neighbours (kNN) for classification
  • Brief mathematical background on SVM/li>
  • Regression with kNN & SVM
  • Case Study

 

Unsupervised learning in Python

  • Need for dimensionality reduction
  • Principal Component Analysis (PCA)
  • Difference between PCAs and Latent Factors
  • Factor Analysis
  • Hierarchical, K-means & DBSCAN Clustering
  • Case study

Text Mining in Python

  • Gathering text data by using web scraping with urllib
  • Processing raw web data with BeautifulSoup
  • Interacting with Google search by using urllib with custom user agent
  • Collecting twitter data with Twitter API
  • Naive Bayes Algorithm
  • Feature Engineering with text data
  • Sentiment analysis
  • Case study

 

Version Control using Git and Interactive Data Products

  • Need and Importance of Version Control
  • Set up git and github accounts on local machine
  • Creating and uploading GitHub Repos
  • Push and pull requests with GitHub App
  • Merging and forking projects
  • Introduction to Bokeh charts and plotting
  • Examples of static and interactive data products
  • Case study

 

Take A Look At Our Machine Learning Training Course


Real-Time Practical Training

You will get the real-time project experience on our training. We provide more practical training classes preferred by the candidates. Our practical oriented training will inspire all the participants.

Assured Placement Assistance

We are the pioneer in providing the assured placement assistance for the participants after their course completion.

Certified Trainers

Learning made easy by our certified trainers who fulfills the needs of the candidates in that particular course. Your knowledge will be transformed into expertise level by our trainers.

Internship Training

We provide internship training effectively for our participants which are highly helpful for their professional career.

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Related Courses

Frequently Asked Questions


Who can attend the Machine Learning Training Course?

The following can attend this Machine Learning course:

 

  • Software Developers
  • Application Managers
  • Data analytics experts

Why this Course?

  • Machine learning is taking over the world and with that, there is a fast need growing among companies for professionals to know the inputs and outputs of machine learning.
  • The machine learning market size is expected to grow from the year of 2016 to 2022, at an Annual Growth Rate of 44.1% during the forecast period.
  • This growth rate of Machine Learning will increase more no.of job opportunities with good hike in the salary for the experts.

What you will learn?

You will learn & become expert in the following concepts:

 

  • The objective of this training program is to understand on how machines can learn from its past experience which is considered as the core of AI.
  • You will get the strong fundamental knowledge which sets on building algorithms by mastering the principles of statistical analysis.
  • Machine Learning experts can easily enhance their skills in managing data and making computers and other similar devices more intelligent in performing their tasks automatically.

What are the Career Opportunities available in Machine Learning?

The following are the job opportunities you will get:

 

  • Manager/ Lead – Machine Learning
  • Software Development Manager – Machine Learning
  • Software Engineer – Machine Learning
  • Software Engineer – Machine Learning
  • Researcher – Machine Learning
  • Data Scientist (Big Data & Machine Learning)
  • Data Scientist – Artificial Intelligence/machine Learning
  • Machine Learning Engineer
  • Image Processing Engineer – Machine Learning
  • Search Operations Analyst – Machine Learning

What Are The Pre-Requisites For Learning the Machine Learning Course?

Candidates should have the Python programming knowledge with fundamentals & basics of statistics with mathematics.

TROY Course Duration For Machine Learning Training In Chennai

  • Fast Track Training Program (6+ hours daily)
  • Regular Classes (Morning, Day time & Evening)
  • Weekend Training Classes (Saturday, Sunday & Holidays)

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