Best Machine Learning Training Institute in Delhi

Best Machine Learning Training Institute in Delhi

Job-Oriented Machine Learning Course in Delhi offered by WebTek Labs

WebTek Labs’ Machine Learning Course, one-of-a-kind training program where motivated students fulfill their dreams of pursuing a career in Data Science by learning with us, then honing their skills to crack interviews and then getting employed as a proficient Data Scientist in a top notch company. Learn the latest skills through this innovative course of WebTek Labs delivered in a high-powered workshop setting.

Why WebTek Labs?

  • Avail 100 % Placement Assistance, Globally Recognized Certificate from WebTek Labs with partner logos after the Completion of the Machine Learning Course
  • Enjoy updated curriculum and affordable course fee
  • Work on the real-time assignments that may be easily showcased to the recruiters in the future
  • Learn from the best trainers who have the profound experience of working in the industry as well
  • Get interview ready with mock tests, Q&A sessions, and group discussions and so on
  • Assistance from the proficient academic counselors regarding the application procedure, curriculum, fee and other details prior to admission
  • Arrange classes on weekends, Sundays and also on the flexible hours


Objectives of WebTek Labs’ Machine Learning Course

  • Learn to evaluate data using essential machine learning methods in Python.
  • Know how to assess the huge volume of data and bring out the insights.
  • Use of relevant cases as well as examples and make this learning simpler as well as effective.
  • Enhance practical knowledge with the help of the problem-solving methodology of this course thereby working on the project during the course.

About the Course

Best Machine Learning Training Institute in Delhi

In this course, we focus on the real implementation of knowledge in the real world. We offer more than just IT training; we aim to offer something really extraordinary. We are focusing from top to bottom knowledge. We start from very basics and there is no end and limit of the technology training with us.

Prerequisite

Before getting enrolled in this training we need to have knowledge of the concepts listed below

  • Basic Concept of Python
  • Conception of Database
  • Logical Thinking Concept


Course Content

Module-1

Giving Computers the Ability to Learn from Data
  • The three different types of machine learning
  • Supervised, unsupervised, reinforcement learning
  • An introduction to the basic terminology and notations
  • A roadmap for building machine learning systems
  • Using Python for machine learning

Module-2

A tour to Python
  • Introduction to Python language
  • Environmental setup for Python, Anaconda, Jupyter, Spider etc
  • Data types of Python, numbers, string
  • Run a python program in jupyter/spider/ipython
  • If, elif, Loops and function in python
  • Module, exception of Python

Module-3

Data Structure of Python
  • Different types of Data structure list, tuple, dictionary, set etc
  • What is List comprehension
  • Different functions of List, Set, Dictionary, Tuple
  • Push and pop on Set
  • Difference between different data structure

Module-4

Machine Learning packages in Python
  • Introduction to Numpy and Panda
  • Creating Numpy array and its different operations
  • Slicing and indexing of Numpy Array
  • Introduction to Panda and Data frame
  • Programs using Panda Data frame
  • Data visualization using Matplotlib

Module-5

Tour of Machine Learning Classifiers Using Scikit-learn
  • Choosing a classification algorithm
  • First steps with scikit-learn
  • Modeling class probabilities via logistic regression
  • Solving nonlinear problems using a kernel SVM
  • Decision tree learning
  • K-nearest neighbors – a lazy learning algorithm

Module-6

Building Good Training Sets – Data Preprocessing
  • Dealing with missing data
  • Handling categorical data
  • Partitioning a dataset in training and test sets
  • Selecting meaningful features
  • Assessing feature importance with random forests

Module-7

Data Science with Python
  • Data Science overview
  • Data Analytics overview
  • Statistical Analysis and Business Application
  • Mathematical computing with Python (Numpy)
  • Scientific computing with Python (Scipy)
  • Data Manipulation with Panda
  • Natural language processing using Scikit learns

Give the edge to your IT career with this Machine Learning Certification Course in Delhi. Enroll in it now. Explore the best of training opportunities offered to you.

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