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Machine Learning Algorithms in Python

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Track :

Programming

Lessons no : 45

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What will you learn in this course?
  • Develop and implement supervised learning algorithms like linear regression and decision trees in Python using scikit-learn
  • Apply unsupervised learning techniques such as clustering and dimensionality reduction to real-world datasets in Python
  • Evaluate machine learning models using metrics like accuracy, precision, recall, and F1 score for classification tasks
  • Optimize hyperparameters of machine learning algorithms to improve model performance and generalization in Python
  • Implement ensemble methods like random forests and boosting algorithms to enhance predictive accuracy in Python
  • Handle missing data, feature scaling, and data preprocessing techniques for effective machine learning model training
  • Utilize Python libraries such as pandas, NumPy, and scikit-learn for data manipulation, analysis, and model development
  • Interpret model outputs and visualize results to communicate insights effectively using Python visualization tools
  • Build and deploy machine learning models in Python for practical applications like predictive analytics and automation
  • Identify appropriate machine learning algorithms based on data type, problem type, and project requirements in Python
  • Apply cross-validation and model validation techniques to ensure robustness and prevent overfitting in Python models
  • Develop end-to-end machine learning workflows in Python, from data preprocessing to model deployment

How to Get The Certificate

  • You must have an account Register
  • Watch All Lessons
  • Watch at least 50% of Lesson Duration
  • you can follow your course progress From Your Profile
  • You can Register With Any Course For Free
  • The Certificate is free !
Lessons | 45
Logistic Regression in Python | Logistic Regression Example | Machine Learning Algorithms | Edureka
00:53:41

Logistic Regression in Python | Logistic Regression Example | Machine Learning Algorithms | Edureka
Linear Regression Algorithm | Linear Regression in Python | Machine Learning Algorithm | Edureka
00:28:36

Linear Regression Algorithm | Linear Regression in Python | Machine Learning Algorithm | Edureka
Machine Learning Crash Course 2 Hours | Learn Machine Learning | Machine Learning Tutorial | Edureka
01:58:13

Machine Learning Crash Course 2 Hours | Learn Machine Learning | Machine Learning Tutorial | Edureka
Top 10 Books for Machine Learning in 2021 | Best ML Books for Beginners And Advanced | Edureka
00:09:06

Top 10 Books for Machine Learning in 2021 | Best ML Books for Beginners And Advanced | Edureka
Decision Tree Algorithm | Decision Tree in Python | Machine Learning Algorithms | Edureka
00:46:38

Decision Tree Algorithm | Decision Tree in Python | Machine Learning Algorithms | Edureka
K Means Clustering Algorithm | K Means Example in Python | Machine Learning Algorithms | Edureka
00:27:05

K Means Clustering Algorithm | K Means Example in Python | Machine Learning Algorithms | Edureka
Naive Bayes Classifier in Python | Naive Bayes Algorithm | Machine Learning Algorithm | Edureka
00:30:19

Naive Bayes Classifier in Python | Naive Bayes Algorithm | Machine Learning Algorithm | Edureka
KNN Algorithm using Python | How KNN Algorithm works | Python Data Science Training | Edureka
00:19:52

KNN Algorithm using Python | How KNN Algorithm works | Python Data Science Training | Edureka
Time Series Analysis in Python | Time Series Forecasting | Data Science with Python | Edureka
00:38:20

Time Series Analysis in Python | Time Series Forecasting | Data Science with Python | Edureka
Data Science vs Machine Learning – What s The Difference | Data Science Course | Edureka
00:16:09

Data Science vs Machine Learning – What s The Difference | Data Science Course | Edureka
Twitter Sentiment Analysis | Sentiment Analysis In Python Using Tweepy and Textblob | Edureka
00:03:39

Twitter Sentiment Analysis | Sentiment Analysis In Python Using Tweepy and Textblob | Edureka
A Quick Guide To Sentiment Analysis | Sentiment Analysis In Python Using Textblob | Edureka
00:07:40

A Quick Guide To Sentiment Analysis | Sentiment Analysis In Python Using Textblob | Edureka
Supervised vs Unsupervised vs Reinforcement Learning | Data Science Certification Training | Edureka
00:19:25

Supervised vs Unsupervised vs Reinforcement Learning | Data Science Certification Training | Edureka
Reinforcement Learning Tutorial | Reinforcement Learning Example Using Python | Edureka
00:46:13

Reinforcement Learning Tutorial | Reinforcement Learning Example Using Python | Edureka
Q Learning Explained | Reinforcement Learning Using Python | Q Learning in AI | Edureka
00:29:13

Q Learning Explained | Reinforcement Learning Using Python | Q Learning in AI | Edureka
Machine Learning With Python | Machine Learning Myth Busted | Python Training | Edureka
00:28:29

Machine Learning With Python | Machine Learning Myth Busted | Python Training | Edureka
Python Projects For Beginners | Python Projects Examples | Python Tutorial | Edureka
00:27:16

Python Projects For Beginners | Python Projects Examples | Python Tutorial | Edureka
Probabilistic Graphical Models PGMs In Python | Graphical Models Tutorial | Edureka
00:32:57

Probabilistic Graphical Models PGMs In Python | Graphical Models Tutorial | Edureka
Machine Learning Basics | What Is Machine Learning | Introduction To Machine Learning | Edureka
00:14:14

Machine Learning Basics | What Is Machine Learning | Introduction To Machine Learning | Edureka
Machine Learning Projects | Machine Learning Project Ideas For Beginners | Edureka
00:28:58

Machine Learning Projects | Machine Learning Project Ideas For Beginners | Edureka
E ICT Academy NIT Warangal Partners with edureka | Post Graduate Program in AI Machine Learning
00:01:16

E ICT Academy NIT Warangal Partners with edureka | Post Graduate Program in AI Machine Learning
Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka
04:52:51

Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka
Apriori Algorithm Explained | Association Rule Mining | Finding Frequent Itemset | Edureka
00:18:27

Apriori Algorithm Explained | Association Rule Mining | Finding Frequent Itemset | Edureka
Boosting Machine Learning Tutorial | Adaptive Boosting Gradient Boosting XGBoost | Edureka
00:21:18

Boosting Machine Learning Tutorial | Adaptive Boosting Gradient Boosting XGBoost | Edureka
Data Science and Machine Learning for Non Programmers | Data Science for Beginners | Edureka
00:38:21

Data Science and Machine Learning for Non Programmers | Data Science for Beginners | Edureka
Top Machine Learning Tools and Frameworks for Beginners | Machine Learning Tutorial | Edureka
00:12:03

Top Machine Learning Tools and Frameworks for Beginners | Machine Learning Tutorial | Edureka
Best Python Libraries For Data Science Machine Learning | Data Science Python Libraries | Edureka
00:41:10

Best Python Libraries For Data Science Machine Learning | Data Science Python Libraries | Edureka
Machine Learning Full Course Learn Machine Learning 10 Hours | Machine Learning Tutorial | Edureka
09:38:32

Machine Learning Full Course Learn Machine Learning 10 Hours | Machine Learning Tutorial | Edureka
Machine Learning in 10 Minutes | What is Machine Learning | Machine Learning for Beginners | Edureka
00:11:08

Machine Learning in 10 Minutes | What is Machine Learning | Machine Learning for Beginners | Edureka
Classification in Machine Learning | Machine Learning Tutorial | Python Training | Edureka
00:33:24

Classification in Machine Learning | Machine Learning Tutorial | Python Training | Edureka
Hill Climbing Algorithm | Hill Climbing in Artificial Intelligence | Data Science Tutorial | Edureka
00:17:32

Hill Climbing Algorithm | Hill Climbing in Artificial Intelligence | Data Science Tutorial | Edureka
Find S Algorithm in Machine Learning | Machine Learning Algorithms | Edureka
00:13:50

Find S Algorithm in Machine Learning | Machine Learning Algorithms | Edureka
Cross Validation In Machine Learning | ML Fundamentals | Machine Learning Tutorial | Edureka
00:13:30

Cross Validation In Machine Learning | ML Fundamentals | Machine Learning Tutorial | Edureka
EM Algorithm In Machine Learning | Expectation Maximization | Machine Learning Tutorial | Edureka
00:14:49

EM Algorithm In Machine Learning | Expectation Maximization | Machine Learning Tutorial | Edureka
Mathematics for Machine Learning Full Course | Essential Math for Machine Learning | Edureka
01:46:10

Mathematics for Machine Learning Full Course | Essential Math for Machine Learning | Edureka
Bias Variance In Machine Learning | Bias Variance Trade Off | Machine Learning Training | Edureka
00:09:11

Bias Variance In Machine Learning | Bias Variance Trade Off | Machine Learning Training | Edureka
Future of AI ML | Rise Of Artificial Intelligence Machine Learning | AI and ML Training | Edureka
00:16:21

Future of AI ML | Rise Of Artificial Intelligence Machine Learning | AI and ML Training | Edureka
COVID 19 Outbreak Prediction using Machine Learning | Machine Learning Training | Edureka
01:01:06

COVID 19 Outbreak Prediction using Machine Learning | Machine Learning Training | Edureka
AIML Facemask Detector | Mask Detection Using OpenCV Python | Data Science Training | Edureka
00:25:59

AIML Facemask Detector | Mask Detection Using OpenCV Python | Data Science Training | Edureka
Fake Job Listing Detection Tutorial | Python Projects | Data Science Training | Edureka
00:35:20

Fake Job Listing Detection Tutorial | Python Projects | Data Science Training | Edureka
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33 Reviews
Aniket Santosh Nirbhavane 

good
2025-10-10

LALITH KISHORE S 

Good and understandable
2025-10-08

VASANTH V M 

Good
2025-10-07

likhitha pabbathi 

good
2025-10-06

Gokul 

Good
2025-09-29

AKASH K 

nice
2025-09-24

V.Mari Raja 

best course
2025-09-18

CHANDRAN P 

VERY USE THE COURSE
2025-09-18

MANISH KUMAR 

good
2025-09-03

ESWARAMOORTHY K 

nice
2025-08-19

DHANA SINGH M 

Good
2025-08-05

KAVITAPU SWARNA VARSHINI 

i understood very well
2025-07-31

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An “algorithm” in machine learning is a procedure that is run on data to create a machine learning “model.” Machine learning algorithms perform “pattern recognition.” Algorithms “learn” from data, or are “fit” on a dataset. There are many machine learning algorithms .