Machine Learning in Python with 5 Machine Learning Projects online course has been taught by Data Is Good Academy on Udemy, this course is an excellent way to be a Learn Complete Machine Learning Bootcamp with Python. Build 5 Complete Machine Learning Real World Projects with Python.
Introduction to The Machine Learning in Python with 5 Machine Learning Projects Course
Anyone who want to start a career in Machine Learning.
Any people who want to level up their Machine Learning Knowledge.
Software developers or programmers or Tech lover who want to change their career path to machine learning.
Students who have at least knowledge in linear algebra, statistics, calculus, probability and who want to start their journey in Machine Learning.
Technologists who are curious about how Machine Learning works in the real world.
Anyone who has already started their data science journey and now want to master in machine learning.
If you have no prior coding or scripting experience, This course is completely for you. This Course also includes Python Fundamental for beginners.
After completing the course, you’ll
Theory and practical implementation of linear regression using sklearn
Feature selection using RFECV
Data transformation with linear and logistic regression.
Theory and practical implementation of logistic regression using sklearn
Evaluation metrics to analyze the performance of models
Industry relevance of linear and logistic regression
Mathematics behind KNN, SVM and Naive Bayes algorithms
Attribute selection methods- Gini Index and Entropy
Mathematics behind Decision trees and random forest
Boosting algorithms:- Adaboost, Gradient Boosting and XgBoost
Implementation of KNN, SVM and Naive Bayes using sklearn
Different Algorithms for Clustering
Different methods to deal with imbalanced data
PCA & LDA
Content and Collaborative based filtering
Singular Value Decomposition
Different algorithms used for Time Series forecasting
Course Name: Machine Learning in Python with 5 Machine Learning Projects
Description: Learn Complete Machine Learning Bootcamp with Python. Build 5 Complete Machine Learning Real World Projects with Python.
Author: Data Is Good Academy
Rating: As of 7/2021… 4.5 ( 323 ratings) and 36,282 students enrolled
Includes: 25.5 hours of video, and 406 lectures
Course Type: Self Paced Online Course. Lifetime Access