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Machine Learning With Python

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₹21,900.00
Machine-Learning
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COURSE DESCRIPTION

Machine Learning with Python will teach to you the apply the concept of machine learning algorithm using Python.
Using Python you will be able to gather, clean, explore and visualize the data. Python’s scientific packages like pandas, numpy, matplotlib, scikit-learn will help you to perform machine learning task.

In Machine Learning Supervised and Unsupervised Learning using  the algorithms such as Linear Regression, Logistic Regression, k-means Clustering and Decision Trees will be covered

The Advanced Machine Learning concepts like Neural Networks, Support Vector Machines, Tensor Flow, Dimensionality Reduction.

 

Assignment would be  given after every class upon successful completion of assignment you will be awarded a certification. We offer certification with Distinction to Top 25% of every class on participation, assignment submission and Project completion.

LEARNING OUTCOMES

  • In-depth knowledge of Python Programming Language for Machine Learning.
  • Be able to clean and visualize the data
  • Regressions, classifiers, clustering algorithms to fit a model and use it to predict the future outcomes.
  • Capstone Project on Advance Machine Learning in Python.

TOOLS

  • Jupyter Notebook
  • Tableau

Course Features

  • Lectures 16
  • Quizzes 0
  • Duration 48 hours
  • Skill level All levels
  • Language English
  • Students 256
  • Certificate No
  • Assessments Yes
CoursesMachine Learning With Python
  • Introduction 16

    • Lecture1.1
      Introduction to Python and its basics 03 hour
    • Lecture1.2
      Data Analysis in Python – Numpy and Pandas 03 hour
    • Lecture1.3
      Data Visualization in Python – Matplotlib and Seaborn 03 hour
    • Lecture1.4
      Introduction to Machine Learning and Linear Regression 03 hour
    • Lecture1.5
      Logistic Regression 03 hour
    • Lecture1.6
      K Nearest Neighbors 03 hour
    • Lecture1.7
      Decision Trees and Random Forests 03 hour
    • Lecture1.8
      Support Vector Machines 03 hour
    • Lecture1.9
      K Means Clustering 03 hour
    • Lecture1.10
      Principal Component Analysis 03 hour
    • Lecture1.11
      Recommender Systems 03 hour
    • Lecture1.12
      Natural Language Processing 03 hour
    • Lecture1.13
      Big Data and Spark with Python 03 hour
    • Lecture1.14
      Neural Nets and Deep Learning and Capstone Project 03 hour
    • Lecture1.15
      Visual Analytics with Tableau 03 hour
    • Lecture1.16
      Dashboards and Story points in Advance Tableau 03 hour
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