ARTIFICIAL INTELLIGENCE / MACHINE LEARNING USING PYTHON

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OUR TRAINING APPROACH 

Theory 

Practical

Assignments 

Certificate 

Job Openings

WHY THE CAMPAIGN .IN

 

WEEKEND PROGRAMS

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We offer weekend programs  that suits working professionals & students. Our programs are carried out either In Campus (Client Place) for bulk trainees or Out Of Campus (The Campaign .In Premises) for individual bookings. Training program timings are scheduled from morning 8.00 am to 10.00 pm.

ONLINE SUPPORT

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The Campaign .In offers online support to its trainees, during the training programs schedule to help them queries related to their desired training program. Our experts from India & USA shall be available, based on scheduled time slot to address queries related to training program and help our trainees to gain required skill set adequately.

RECOGNITION 

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The Campaign .In as an consortium works with various Educational Institutions & Corporate Organizations providing wide range of services. Our certification shall be highly regarded among our market connects across the globe and shall provide edge during the job placement.

OVERVIEW OF TRAINING PROGRAM

MACHINE LEARNING PROGRAM

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Machine Learning Basics

  • What is Machine Learning.
  • Steps in ML.
  • Python / Numpy

K-NN Algorithm (Classification)

  • Classifying with Distance Measurements
  • Prepare data
  • KNN in action

Decision Trees (Classification)

  • Tree Construction
  • Information Gain
  • Decision Trees in Action
  • Plotting using MATPLOTLIB

Naïve Bayes (Classification)

  • Bayesian Decision Theory
  • Conditional Probability
  • Naïve Bayes in Action

Logistic Regression (Classification)

  • Sigmoid Function
  • Optimization to find the best regression coefficients
  • Logistic Regression in Action

Suppor Vector Machines (Classification)

  • Margin concept
  • SMO algorithm
  • Kernels
  • SVM in action

Linear Regression (Classification)

  • Best Fit Lines
  • Locally weighted Linear Regression
  • Linear Regression in Action

K – Means Clustering

  • Clustering concepts
  • Improving Clustering Performance
  • Bisecting K-Means
  • K Means in Action

Association Analysis – Apriori Algorithm

  • Association Analysis
  • Apriori Principal
  • Apriori in action

 

OUR CORE TRAINING TEAM

Learn From Expert 

MURALI KRISHNA
DIGITAL MARKETING TRAINER
SHARATH BABU
LIFE SKILL TRAINER
RAJU V K
SALES & MARKETING TRAINER
VINODH KUMAR
AI & ML / R Programming TRAINER (INDIA)
SUNIL
AI & ML / R Programming TRAINER (USA)
LAKSHMIKANTH
WEBSITE / DIGITAL MARKETING TRAINER
SHRUTHI MISHRA
NLP TRAINER