Machine Learning

15

Years of
Experience

AboutMACHINE LEARNING

Explore this Machine Learning course by Intellipaat in collaboration with CCE, and IIT Madras and take a step closer to your career goal. This course helps you master Python, Machine Learning algorithms, AI, etc. Learn Machine learning from IIT Madras faculty and industry experts, and get certified.

  • Overview A.I | Machine Learning
  • Introduction to Python | How to write code in Google Colab, Jupyter Notebook, Pycharm & IDLE

FeatureWhat We Promise for
Successfull Company

SUPERVISED LEARNING - CLASSIFICATION & REGRESSION
  • Advertisement Sale prediction from an existing customer using LOGISTIC REGRESSION
  •   Salary Estimation using K-NEAREST NEIGHBOR
  •   Character Recognition using SUPPORT VECTOR ,MACHINE  Titanic Survival Prediction using NAIVE BAYES
  •   Leaf Detection using DECISION TREE
  •   Handwritten digit recognition using RANDOM FOREST
  •   Evaluating Classification model Performance using CONFUSION MATRIX, CAP CURVE ANALYSIS & ACCURACY PARADOX
  •   Classification Model Selection for Breast Cancer classification
  •   House Price Prediction using LINEAR REGRESSION Single Variable  Exam Mark Prediction using LINEAR REGRESSION Multiple
  • Variable.
  •   Predicting the Previous salary of the New Employee using POLYNOMIAL REGRESSION
  •   Stock price prediction using SUPPORT VECTOR REGRESSION
  •   Height Prediction from the Age using DECISION TREE REGRESSION  Car price prediction using RANDOM FOREST
  •   Evaluating Regression model performance using R-SQUARED INTUITION & ADJUSTED R-SQUARED INTUITION
  • Regression Model Selection for Engine Energy prediction.
UNSUPERVISED LEARNING – CLUSTERING
  • Identifying the Pattern of the Customer spent using K-MEANS CLUSTERING
  • Customer Spending analysis using HIERARCHICAL CLUSTERING
  • Leaf types data visualization using PRINCIPLE COMPONENT ANALYSIS
  • Finding Similar Movie based on ranking using SINGULAR VALUE DECOMPOSITION
UNSUPERVISED LEARNING – ASSOCIATION
  • Market Basket Analysis using APIRIORI
  • Market Basket Optimization/Analysis using ECLAT
REINFORCEMENT LEARNING
  • Web Ads. Click through Rate optimization using UPPER BOUND CONFIDENCE
NATURAL LANGUAGE PROCESSING
  • Sentimental Analysis using Natural Language Processing  

  • Breast cancer Tumor prediction using XGBOOST

DEEP LEARNING
  • Bank Customer classification using ANN
  • Pima-Indians Diabetes Classification using CONVOLUTIONAL NEURAL NETWORK
  • A.I Snake Game using REINFORCEMENT LEARNING

Ngcc Provides Top-Quality Software Development Courses

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