Machine Learning with Python: The Complete Course

person icon TELCOMA Global

Machine Learning with Python: The Complete Course

Machine learning is a scientific study of algorithms. Python is an interpreted, high level general purpose programming language.

updated on icon Updated on Oct, 2023

language icon Language - English

person icon TELCOMA Global

architecture icon Machine Learning,Data Science

Lectures -63

Duration -11 hours


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Course Description

Machine learning mainly focuses on making predictions using computers. Data mining is a field within machine learning , it focuses on data analysis. The concept of machine learning is also referred to as predictive analysis. Python language is a multipurpose language which can be used for developing both desktop and web applications. There are two types of learning algorithms : supervised learning and unsupervised learning.


What will you learn in this course:

  • Demystifying AI-ML-Data Science
  • Exploring The Data Scientist's Toolbox
  • Quick Recap Of Python
  • Datatypes- Numpy and Pandas
  • Data Engineering
  • Machine Learning Methodology
  • Univariate Analysis
  • Introduction To Statistics
  • Probability Distributions
  • Supervised Learning
  • Simple & Multiple Linear Regression
  • Decision Trees
  • Model Evaluation
  • Hyperparameter Tuning
  • Ensemble Modeling
  • XGBoost [Boosting]
  • RF & XGB Demo
  • Capstone Project


What are the prerequisites for this course?

  • A computer with internet
Machine Learning with Python: The Complete Course


Check out the detailed breakdown of what’s inside the course

6 Lectures
  • play icon Overview of Contents 01:59 01:59
  • play icon The Bigger Picture 06:02 06:02
  • play icon The Problem Landscape 10:53 10:53
  • play icon Defining Data Science 06:20 06:20
  • play icon Demystifying AI-ML-Data Science 03:46 03:46
  • play icon Exploring the Data Scientist's Toolbox 10:18 10:18
Introduction to Data Scientist's Toolbox
14 Lectures
Exploratory Data Analysis, Feature Engineering and Hypothesis Testing
9 Lectures
Machine Learning
25 Lectures
Capstone Project
8 Lectures

Instructor Details



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