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Our Training Process

Machine learning

Python has libraries that enables developers to use optimized algorithms. It implements popular machine learning techniques such as recommendation, classification, and clustering. Data science, machine learning and artificial intelligence are some of the top trending topics in the tech world today. Data mining and Bayesian analysis are trending and this is adding the demand for machine learning. This tutorial is your entry into the world of machine learning. Machine learning is a discipline that deals with programming the systems so as to make them automatically learn and improve with experience. Here, learning implies recognizing and understanding the input data and taking informed decisions based on the supplied data

MACHINE LEARNING CURRICULUM

  • OVERVIEW OF MACHINE LEARNING
  • INTRODUCTION TO PYTHON
  • CONTROL STRUCTURES
  • FUNCTIONS AND MODULES
  • EXCEPTIONS AND FILES
  • BASIC PROBABILITY AND TERMS
  • PROBABILITY DISTRIBUTIONS
  • DATA TRANSFORMATION
  • EXPLORATORY DATA ANALYSIS
  • PANDAS
  • DATA VISUALIZATION
  • LINEAR REGRESSION
  • LOGISTIC REGRESSION
  • DECISION TREES
  • TIME SERIES
  • INTRODUCTION TO MACHINE LEARNING
  • OPTIMISATION TECHNIQUES
  • ML ALGORITHM - SUPERVISED LEARNING AND UNSUPERVISED LEARNING
  • ENSEMBLE ALGORITHMS
  • NEURAL NETWORKS
  • KERAS
  • TENSORFLOW
  • RNN
  • LONG SHORT TERM MEMORY (LSTM)
  • RESUME WRITING
  • MOCK INTERVIEWS - DOMAIN
  • IBM WATSON DEVELOPER
JOIN THIS TRAINING
  • Starts
    2022
  • Duration
    3 Months , 2 hrs / daily
  • Institution
    DCODETECH
  • Level
    Intermediate
  • Seats Available
    15

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PROJECT

Predicting Consumers’ Buying Behaviour on an ECommerce Portal.

PROBLEM STATEMENT

How can Machine Learning help in modeling and predicting human buying behavior?

GOAL

Use historical customer order data of eCommerce giant, GroceryKart, to predict which previously purchased products will be reordered during the next checkout by a user.

TECHNIQUES

Use various Machine Learning techniques taught during the course of this Prodegree.