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Machine Learning Questions

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Programming

Lessons no : 28

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What will you learn in this course?
  • Develop and implement machine learning algorithms for predictive analytics and data-driven decision making using Python and R
  • Apply supervised and unsupervised learning techniques to real-world datasets for classification, regression, and clustering tasks
  • Evaluate machine learning model performance using metrics like accuracy, precision, recall, and F1 score for optimal results
  • Utilize feature engineering and data preprocessing methods to improve machine learning model accuracy and robustness
  • Identify appropriate machine learning algorithms for specific problems such as fraud detection, customer segmentation, and recommendation systems
  • Interpret model outputs and visualize results to communicate insights effectively to stakeholders
  • Implement cross-validation and hyperparameter tuning to enhance model generalization and prevent overfitting
  • Understand ethical considerations and biases in machine learning applications for responsible AI deployment
  • Leverage popular machine learning libraries and tools like scikit-learn, TensorFlow, and Keras for model development
  • Troubleshoot common issues in machine learning workflows to optimize model training and deployment processes

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 | 28
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 Course | Machine Learning Full Course In 10 Hours | Machine Learning | Simplilearn
09:32:12

Machine Learning Course | Machine Learning Full Course In 10 Hours | Machine Learning | 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 vs Unsupervised vs Reinforcement Learning | Machine Learning Tutorial | Simplilearn
00:06:27

Supervised vs Unsupervised vs Reinforcement 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
Logistic Regression | Logistic Regression in Python | Machine Learning Algorithms | Simplilearn
00:38:17

Logistic Regression | Logistic Regression in Python | Machine Learning 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
PCA In Machine Learning | Principal Component Analysis | Machine Learning Tutorial | Simplilearn
00:31:10

PCA In Machine Learning | Principal Component Analysis | Machine Learning Tutorial | 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
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
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
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
Text Classification Using Naive Bayes | Naive Bayes Algorithm In Machine Learning | Simplilearn
00:20:15

Text Classification Using Naive Bayes | Naive Bayes Algorithm In Machine Learning | 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
Machine Learning Projects | Machine Learning Applications | Machine Learning Training | Simplilearn
00:11:13

Machine Learning Projects | Machine Learning Applications | Machine Learning Training | Simplilearn
Best Books For Machine Learning 2020 | These Books Will Help You Learn Machine Learning |Simplilearn
00:10:38

Best Books For Machine Learning 2020 | These Books Will Help You Learn Machine Learning |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 FREE Online Course | Machine Learning Course With Certificate | Simplilearn
00:03:53

Machine Learning FREE Online Course | Machine Learning Course With Certificate | Simplilearn


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Machine learning (ML) is a type of artificial intelligence (AI) that allows software applications to become more accurate at predicting outcomes without being explicitly programmed to do so. Machine learning algorithms use historical data as input to predict new output values.