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Best Training institute in gurgaon
Best Training institute in gurgaon

578/2, New Railway Road, Near OBC Bank, Gurgaon

M-12, 1st Floor OLD DLF Colony, Sec-14, Gurgaon

7827180534info@tcagurgaon.in

Best Machine Learning Training in Gurgaon & Best Machine Learning Training Institute in Gurgaon

Best Machine Learning Training in Gurgaon | Best Machine Learning Institute in Gurgaon

Get the best Machine Learning training in Gurgaon. TCA is popular for providing quality training and education in Gurgaon and we can proudly say that TCA is one of the top Machine Learning training providers in Gurgaon. Our all Machine Learning trainers are experts in the training industry. The Machine Learning training we provide is designed to suit the industry standard curriculum which makes it a 100% Job Guaranteed training program offered by us.

We at TCA, provide training which is live projects based training on Machine Learning which creates confidence in students. Machine Learning training in TCA is all about practical knowledge and hands-on experience. Here we teach students to learn, develop as well as deploy their Machine Learning projects with us. Our industrial training on Machine Learning program is guaranteed with 100% job assurance. Students having Machine Learning certification from TCA are able to secure jobs in MNC.

All our trainers are very experienced in their respective field. All our trainers are professional and have plenty of experience and practical knowledge which they love to share with the students. Our expert trainers will guide you throughout the training to make you get ready for your dream job.

We take full responsibility for the training of the student. We train the students from the basic level to advanced concepts with a real-time environment. By joining the best Machine Learning training provider in Gurgaon you will get the hands-on practice and thorough knowledge of subjects. This will increase their experience and built confidence in them.

A student who joins TCA, best Machine Learning institute in Gurgaon becomes a family of member TCA. After the completion of the Machine Learning training/course and certification. They get Machine Learning training with the placement solution. In this placement solution, our placement team schedule placement drives and also send students to MNCs for interviews through our references. So, the assurance of job and moderate training fee support students to achieve their goals.

Under our industrial training on Machine Learning program, we train students to develop 2 Projects during the period of 6 months industrial training on Machine Learning. We help students to experience the real feel of industry's working environment during Machine Learning training in Gurgaon. During their 6 months, industrial training period they come to learn the complete phases of SDLC.

In the best Machine Learning training in Gurgaon TCA provide the Machine Learning training and certification along with the placement program. The main topics which are going to be covered in Machine Learning training are Introduction to Data Science, Python Training, Iterative Operations & Functions in Python, Data Summary: Numerical and Visual in Python, Data Handling in Python using NumPy & Pandas, Introduction to Machine Learning, Generalised Linear Models in Python, Tree Models using Python, Boosting Algorithms using Python, and many more.

Machine Learning Training in Gurgaon Course Content/Syllabus

Here is our Machine Learning course syllabus is given to understand the entire topics which will be covered in Machine Learning. We recommend you to first go through this Machine Learning syllabus properly which will enable to understand the things easily.

Check our other programs

Along with this course we have expert faculties who provide a lot of different other courses such as C and C++ Programming, Java (core) and Advance Java with frameworks, Android, Web Designing, PHP, Microsoft .NET, Big Data Hadoop, etc in CS/IT department and courses like AutoCAD, Solid Works, Primavera, Ansys, Revit, etc in Civil/Mechanical department and in Skill Development there courses such as Advance Excel, Microsoft Office, Tally ERP, Stenography Typing, etc. For more information, you can visit pages and know more or you can contact us.

Machine Learning Training

Machine Learning Content

Introduction to Data Science

  • Data Science & it's important?
  • Applications
  • Data Science Methodology
  • Data Scientist Toolbox
  • Tool of choice- Python: what & why?
  • Course Components

Python Training

  • Introduction to Python
  • Installation of Python framework
  • Installation of packages: Anaconda and pip
  • Writing/Running python programs using Spyder, Command Prompt
  • Working with Jupyter Notebooks
  • Creating Python variables: Numeric, string and logical operations
  • Basic Data containers: Lists, Dictionaries, Tuples & sets
  • Practice Assignment

Iterative Operations & Functions in Python

  • Loops in Python
  • List & Dictionary Comprehension
  • While loops and conditional blocks
  • List/Dictionary comprehensions with loops
  • Writing your own functions in Python
  • Writing your own classes and functions as class objects
  • Practice assignment

Data Summary: Numerical and Visual in Python

  • Need for data summary
  • Summarising numeric data in pandas
  • Summarising categorical data
  • Group wise summary of mixed data
  • Need for visual summary
  • Introduction to ggplot & Seaborn
  • Visual summary of different data combinations

Data Handling in Python using NumPy & Pandas

  • Introduction to NumPy arrays
  • Introduction to functions &properties
  • Introduction to pandas
  • Dataframe functions and properties
  • Reading and writing external data
  • Manipulating Data Columns

Introduction to Machine Learning

  • Business Problems to Data Problems
  • Broad Categories of Business Problems
  • Supervised and Unsupervised Machine Learning Algorithm
  • Drivers of ML algos
  • Cost Functions
  • Brief introduction to Gradient Descent
  • Importance of Model Validation
  • Methods of Model Validation
  • Introduction to Cross Validation and Average Error

Generalised Linear Models in Python

  • Limitation of simple linear models and need of regularisation
  • Ridge and Lasso Regression (L1 & L2 Penalties)
  • Introduction to Classification with Logistic Regression
  • Methods of threshold determination and performance measures for classification score models
  • Case Studies

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

Boosting Algorithms using Python

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

Support Vector Machines (SVM) and KNN in Python

  • Introduction to idea of observation based learning
  • Distances and Similarities
  • K Nearest Neighbours (KNN) for classification
  • Introduction to SVM for classification
  • Regression with KNN and SVM

Unsupervised learning in Python

  • Need for dimensionality reduction
  • Introduction to Principal Component Analysis (PCA)
  • Difference between PCAs and Latent Factors
  • Introduction to Factor Analysis
  • Patterns in the data in absence of a target
  • Segmentation with Hierarchical Clustering and K-means
  • Measure of goodness of clusters
  • Limitations of K-means
  • Introduction to density based clustering (DBSCAN)

Neural Networks

  • Introduction to Neural Networks
  • Single layer neural network
  • Multiple layer Neural network
  • Back propagation Algorithm
  • Neural Networks implementation in Python

Text Mining in Python

  • Quick Recap of string data functions
  • Gathering text data using web scraping with urllib
  • Processing raw web data with BeautifulSoup
  • Interacting with Google search using urllib with custom user agent
  • Collecting twitter data with Twitter API
  • Introduction to Naive Bayes
  • Feature Engineering for text Data
  • Feature creation with TFIDF for text data

Ensemble Methods in Machine Learning

  • Making use of multiple ML models taken together
  • Simple Majority vote and weighted majority vote
  • Blending
  • Stacking

Version Control using Git and Interactive Data Products

  • Need and Importance of Version Control
  • Setting 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

Why Choose TCA for Machine Learning Training in Gurgaon

  • TCA has highly experienced and qualified professional trainers.
  • Learn Machine Learning with hands-on practice in a real environment.
  • TCA's best Machine Learning training in Gurgaon provides job oriented course's syllabus.
  • TCA provides Live project-based Machine Learning training in Gurgaon.
  • TCA's Machine Learning training in Gurgaon is designed to suit the industry standard curriculum.
  • Authorized Machine Learning Certification.
  • Fast Track classes are also available with best course fees.
  • TCA training institute in Gurgaon provide well-equipped lab facilities and decent infrastructure for Machine Learning training.
  • Our best placement solution for job assurance.
  • TCA's Machine Learning training center in Gurgaon provide Machine Learning training in weekdays as well weekends.
  • At TCA, the best training company in Gurgaon we facilitate students with updated modern I.T technology and best learning environment.
  • We provide our own books editions which are designed to make the learning more easy and efficient.
  • Our labs have big screens and projectors which makes learning quite interesting.

TCA's Trainer's Profile for Machine Learning Training in Gurgaon

  • Our trainers are experts in Machine Learning technology.
  • Our trainers are highly experienced and mastered the Machine Learning technology.
  • Our trainers know the demands of today's industry so they provide the training considering the industry competitions.
  • Our trainers have different important post working as an employee in Bank of America,
  • Our trainers have long teaching experience so they teach the students according to their level.

Placement Assistance

Job-Oriented Sessions
  • Employability Orientation Sessions
  • Grooming Sessions & Technical Seminar
  • Interview Trick & Tips by Experts
  • Resume Writing Sessions
  • Session on Naukri.com
  • Personality Development Sessions
  • Group Discussion Sessions
  • Week-End Seminars

Live Video Sessions

Attend Video Classes
  • Online Classes Available
  • Recorded Sessions Demo Download
  • Lesson on Demand Available
  • Live Streaming of Selective Sessions
  • You can schedule your class online
  • Special Videos from Experts
  • Check Classes Live Schedule
  • Book your online Demo

Our Membership

One Year Membership
  • One Year membership card
  • Revision Sessions for one year
  • You can come on Week-ends
  • Special Sessions Notifications
  • All workshop free for one year
  • Practice anytime on any day
  • Trainers connect for one year
  • Online Content Access for one year