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Machine Learning Simplilearn

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Track :

Programming

Lessons no : 82

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What will you learn in this course?
  • Develop practical machine learning models using Python and popular libraries like scikit-learn and TensorFlow
  • Apply supervised and unsupervised learning techniques to real-world datasets for predictive analytics
  • Implement data preprocessing, feature engineering, and model evaluation to improve machine learning accuracy
  • Identify appropriate algorithms for classification, regression, clustering, and dimensionality reduction tasks
  • Optimize machine learning models through hyperparameter tuning and cross-validation methods
  • Interpret machine learning results to make data-driven decisions in business and technology contexts
  • Utilize machine learning workflows for automation and scalable data analysis solutions
  • Understand ethical considerations and bias mitigation in machine learning applications
  • Deploy machine learning models into production environments using cloud platforms and APIs
  • Analyze large datasets efficiently with data cleaning, normalization, and transformation techniques
  • Compare different machine learning algorithms to select the best model for specific problems
  • Implement ensemble methods like bagging and boosting to enhance model performance
  • Troubleshoot common issues in machine learning projects, including overfitting and underfitting
  • Stay updated with emerging trends and tools in machine learning for continuous professional growth

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 | 82
Machine Learning Basics | What Is Machine Learning | Introduction To Machine Learning | Simplilearn
00:07:52

Machine Learning Basics | What Is Machine Learning | Introduction To Machine Learning | Simplilearn
Machine Learning In 2 Minutes | What Is Machine Learning | Machine Learning Basics | Simplilearn
00:01:56

Machine Learning In 2 Minutes | What Is Machine Learning | Machine Learning Basics | Simplilearn
Machine Learning In 5 Minutes | Machine Learning Introduction |What Is Machine Learning |Simplilearn
00:04:38

Machine Learning In 5 Minutes | Machine Learning Introduction |What Is Machine Learning |Simplilearn
What Is Machine Learning | What Is Machine Learning And How Does It Work | Simplilearn
00:09:17

What Is Machine Learning | What Is Machine Learning And How Does It Work | Simplilearn
Machine Learning Full Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn
06:21:33

Machine Learning Full Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn
Top 10 Applications of Machine Learning | Machine Learning Applications Examples | Simplilearn
00:05:22

Top 10 Applications of Machine Learning | Machine Learning Applications Examples | Simplilearn
Machine Learning Tutorial Part 1 | Machine Learning Tutorial For Beginners Part 1 | Simplilearn
01:02:40

Machine Learning Tutorial Part 1 | Machine Learning Tutorial For Beginners Part 1 | Simplilearn
Machine Learning Tutorial Part 2 | Machine Learning Tutorial For Beginners Part 2 | Simplilearn
00:57:13

Machine Learning Tutorial Part 2 | Machine Learning Tutorial For Beginners Part 2 | Simplilearn
Machine Learning vs Deep Learning vs Artificial Intelligence | ML vs DL vs AI | Simplilearn
00:27:57

Machine Learning vs Deep Learning vs Artificial Intelligence | ML vs DL vs AI | Simplilearn
Mathematics For Machine Learning | Essential Mathematics Machine Learning Tutorial | Simplilearn
01:50:50

Mathematics For Machine Learning | Essential Mathematics Machine Learning Tutorial | Simplilearn
Supervised and Unsupervised Learning In Machine Learning | Machine Learning Tutorial | Simplilearn
00:09:40

Supervised and Unsupervised Learning In Machine Learning | Machine Learning Tutorial | Simplilearn
Machine Learning Algorithms | Machine Learning Tutorial | Data Science Algorithms | Simplilearn
01:11:05

Machine Learning Algorithms | Machine Learning Tutorial | Data Science Algorithms | Simplilearn
Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn
00:35:46

Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn
Linear Regression in R | Linear Regression in R With Example | Data Science Algorithms | Simplilearn
00:30:32

Linear Regression in R | Linear Regression in R With Example | Data Science Algorithms | Simplilearn
Logistic Regression | Logistic Regression in Python | Machine Learning Algorithms | Simplilearn
00:38:17

Logistic Regression | Logistic Regression in Python | Machine Learning Algorithms | Simplilearn
Logistic Regression in R | Logistic Regression in R Example | Data Science Algorithms | Simplilearn
00:19:31

Logistic Regression in R | Logistic Regression in R Example | Data Science Algorithms | Simplilearn
Confusion Matrix In Machine Learning | Confusion Matrix Explained With Example | Simplilearn
00:24:47

Confusion Matrix In Machine Learning | Confusion Matrix Explained With Example | Simplilearn
Decision Tree In Machine Learning | Decision Tree Algorithm In Python |Machine Learning |Simplilearn
00:32:40

Decision Tree In Machine Learning | Decision Tree Algorithm In Python |Machine Learning |Simplilearn
Decision Tree In R | Decision Tree Algorithm | Data Science Tutorial | Machine Learning |Simplilearn
00:46:21

Decision Tree In R | Decision Tree Algorithm | Data Science Tutorial | Machine Learning |Simplilearn
Random Forest Algorithm Random Forest Explained | Random Forest in Machine Learning | Simplilearn
00:45:35

Random Forest Algorithm Random Forest Explained | Random Forest in Machine Learning | Simplilearn
Random Forest In R | Random Forest Algorithm | Random Forest Tutorial |Machine Learning |Simplilearn
00:27:01

Random Forest In R | Random Forest Algorithm | Random Forest Tutorial |Machine Learning |Simplilearn
KNN Algorithm In Machine Learning | KNN Algorithm Using Python | K Nearest Neighbor | Simplilearn
00:27:43

KNN Algorithm In Machine Learning | KNN Algorithm Using Python | K Nearest Neighbor | Simplilearn
Support Vector Machine How Support Vector Machine Works | SVM In Machine Learning | Simplilearn
00:26:43

Support Vector Machine How Support Vector Machine Works | SVM In Machine Learning | Simplilearn
Support Vector Machine in R | SVM Algorithm Explained with Example | Data Science in R | Simplilearn
00:21:03

Support Vector Machine in R | SVM Algorithm Explained with Example | Data Science in R | Simplilearn
Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With Example | Simplilearn
00:43:45

Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With Example | Simplilearn
K Means Clustering Algorithm | K Means In Python | Machine Learning Algorithms |Simplilearn
00:50:17

K Means Clustering Algorithm | K Means In Python | Machine Learning Algorithms |Simplilearn
Hierarchical Clustering | Hierarchical Clustering in R |Agglomerative Clustering |Simplilearn
00:44:05

Hierarchical Clustering | Hierarchical Clustering in R |Agglomerative Clustering |Simplilearn
Time Series Analysis 1 | Time Series in Excel | Time Series Forecasting | Data Science|Simplilearn
00:32:49

Time Series Analysis 1 | Time Series in Excel | Time Series Forecasting | Data Science|Simplilearn
Time Series Analysis 2 | Time Series in R | ARIMA Model Forecasting | Data Science | Simplilearn
00:26:17

Time Series Analysis 2 | Time Series in R | ARIMA Model Forecasting | Data Science | Simplilearn
How Does Netflix Work | How Netflix Uses Machine Learning | Machine Learning Use Cases |Simplilearn
00:03:20

How Does Netflix Work | How Netflix Uses Machine Learning | Machine Learning Use Cases |Simplilearn
How to Become A Machine Learning Engineer | How To Learn Machine Learning | Simplilearn
00:09:44

How to Become A Machine Learning Engineer | How To Learn Machine Learning | Simplilearn
Machine Learning Engineer Salary Roles And Responsibilities Skills and Resume | Simplilearn
00:18:44

Machine Learning Engineer Salary Roles And Responsibilities Skills and Resume | Simplilearn
Machine Learning Interview Questions And Answers | Data Science Interview Questions | Simplilearn
01:13:04

Machine Learning Interview Questions And Answers | Data Science Interview Questions | Simplilearn
Machine Learning Tutorial | Machine Learning Basics | Machine Learning Algorithms | Simplilearn
00:34:52

Machine Learning Tutorial | Machine Learning Basics | Machine Learning Algorithms | Simplilearn
Machine Learning Projects | Machine Learning Applications | Machine Learning Training | Simplilearn
00:11:13

Machine Learning Projects | Machine Learning Applications | Machine Learning Training | Simplilearn
Overfitting And Underfitting Machine Learning | Machine Learning Tutorial For Beginners |Simplilearn
00:16:10

Overfitting And Underfitting Machine Learning | Machine Learning Tutorial For Beginners |Simplilearn
Regularization In Machine Learning | Regularization Example | Machine Learning Tutorial |Simplilearn
00:29:44

Regularization In Machine Learning | Regularization Example | Machine Learning Tutorial |Simplilearn
Machine Learning With Python | Machine Learning Tutorial | Python Machine Learning | Simplilearn
00:55:32

Machine Learning With Python | Machine Learning Tutorial | Python Machine Learning | Simplilearn
A Brief History Of Machine Learning | Machine Learning For Beginners | Simplilearn
00:03:33

A Brief History Of Machine Learning | Machine Learning For Beginners | Simplilearn
Deep Learning In 5 Minutes | What Is Deep Learning | Deep Learning Explained Simply | Simplilearn
00:05:52

Deep Learning In 5 Minutes | What Is Deep Learning | Deep Learning Explained Simply | Simplilearn
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Machine Learning is the field of study that gives computers the capability to learn without being explicitly programmed. ML is one of the most exciting .