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Machine Learning Lectures

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Programming

Lessons no : 27

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What will you learn in this course?
  • Develop practical skills in designing and implementing machine learning algorithms for real-world data analysis and prediction
  • Apply supervised and unsupervised learning techniques to solve complex problems across industries like healthcare, finance, and marketing
  • Utilize Python and popular machine learning libraries such as scikit-learn, TensorFlow, and Keras for model development and deployment
  • Analyze and preprocess data effectively to improve machine learning model accuracy and efficiency
  • Evaluate model performance using metrics like accuracy, precision, recall, and F1 score for informed decision-making
  • Implement feature engineering and selection methods to enhance model robustness and predictive power
  • Understand the ethical considerations and biases in machine learning applications for responsible AI deployment
  • Optimize machine learning models through hyperparameter tuning and cross-validation for better generalization
  • Interpret machine learning models to extract actionable insights and support strategic business decisions
  • Troubleshoot common issues in machine learning workflows to ensure reliable and scalable solutions

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 | 27
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


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Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given .