Machine Learning Training in Jalandhar

Machine Learning in Jalandhar

Machine Learning Course in Jalandhar

Machine learning is an application of Artificial Intelligence ( AI ). Machine learning generally means development of computer programs that can analyze results automatically from given data. The process of learning Machine learning is starting from observations of data. The primary aim is to allow the computer learn automatically without human involvement and adjust the actions accordingly.

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Machine Learning Course Details

Course Name
Machine Learning
Duration of Course
45 days – 60 days, 6 months
Institute Timings
10am to 7pm
Topic
Introduction to linear regression and the data science workflow, Introduction to python programming, Optimisation and gradient descent, Multivariable linear regression, Train a naive bayes model to classify spam emails, Test and eveluate a classification Model, use tensorflow to classify handwritten digits
Location
Near Bus Stand, Jalandhar

Why from GTB Computer Education

Learn from experts

We are in the field of Computer Training from the last 21+ years. Whenever you decide to learn programming learn from an expert teacher.

Online login system

Here at GTB Computer Education we prepare online login system for our students. In the login system the student will get online Notes, Assignments, Quiz Questions, Interview Questions which can help them to learn more efficiently.

Online assignments

Here our students can get online assignments which they can solve while sitting at their homes also.

Certificate of learning

GTB Computer Education Jalandhar is an ISO 9001 & Government registered institute. We provide the certificate of completion of course to our students on that they can get the tracking number by which they can easily track their certificates online.

One to one classroom training

We provide one to one training to our students so, that our student can learn each and every concept efficiently.

Proper practice

We have well equipped computer labs for our students with proper internet services. So, that they can practice and enhance their skills easily without any difficulty.

Job Oriented Training

We are giving Job Oriented training to our student. So, that they become able to crack any type of interview without any difficulty.

Contents of Machine Learning in Jalandhar

Introduction to Linear Regression and the data Science workflow

  • Data Science
  • Pandas & Matplotlib
  • Linear Regression
  • Scikit-Learn
  • R-Squared
Machine Learning in Jalandhar

Introduction to Python Programming

  • Variables and types to manage data.
  • Lists, Numpy Arrays, series
  • Modules
  • Functions
  • Arguments, Parameters & return values
  • Objects
  • Documentation

Optimisation & Gradient Descent

  • Cost Functions
  • Derivatives, the power rule, partial derivatives
  • Tuples
  • Gradient Descent
  • N-dimentional Arrays
  • 3D Plots and Charts
  • Mean Squared errors
  • Nested Loop

Multivariable linear regression

  • Matplotlib & Seaborn
  • Multicollinearity
  • Baysian information creterion
  • Residuals
  • Control flow & logical Operators

Classification problems, Probability and Data Pre-Processing in Python

  • Naive Bayes classification Algorithm
  • Bayes Theorem
  • Paths
  • Generator functions
  • Natural Language processing
  • Dependencies

Train a Naive Bayes Model to classify spam emails

  • Probability Theory & Laplace smoothing techniques

Test & eveluate a classification model

  • Joint conditional probability
  • Decision Boundary
  • False positive and false negative
  • Recall, Precision & f-scores
  • Sci-Kit Learn

Build Your own neural network with keras

  • Validation dataset
  • cross-entropy loss function for multi-class classification.
  • Try-Catch clauses
  • Tensorboard
  • early stopping and dropout
  • confusion matrix
  • Itertools

Use Tensorflow to classify handwritten digits

  • one-hot encoding
  • tensor
  • Tensorflow operations
  • Tensorflow graph & Context Managers
  • Tensorflow sessions

Duration of Machine Learning Course

Here at GTB Computer Education we provide fully practical based training to our student so that they can get easy placement in their dream company. There are mainly two levels of Machine Learning. One is Core level and Second is advance level.

Core Machine Learning

Core Machine Learning involves around 1.5 to 2 months

Advance Machine Learning

It will take around 4-5 months to complete advance concepts of the Machine Learning

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