Free Machine Learning Courses

  4.65 10K+ learners 3 hrs

Skills: Introduction to NumPy, Pandas and Data Visualization in Python

  4.64 1K+ learners 1 hr

Skills: Application of LDA, Building Pipelines, Data Balancing, Data Validation

  4.63 3.9K+ learners 1.5 hrs

Skills: Machine Learning Landscape

  4.62 2K+ learners 1 hr

Skills: Working with Prediction Errors, Understanding Ensemble Methods, Introduction to Bagging and Boosting, Bagging vs Boosting, Practical Demo in Python

  4.62 4.8K+ learners 2.5 hrs

Skills: Linear Regression, Logistic Regression, Naïve Bayes

  4.61 1.8K+ learners 1 hr

Skills: Introduction to Cross Validation, Process of Cross Validation, Types of Cross Validation

  4.61 2.2K+ learners 1 hr

Skills: Machine Learning, Supervised Learning

  4.59 1.3K+ learners 0.5 hr

Skills: Bias, Variance, Trade-off, How to avoid overfitting and underfitting?

  4.51 471.9K+ learners 1.5 hrs

Skills: NumPy Arrays, NumPy Operations, NumPy Math, Saving & Loading NumPy, Pandas Series, Pandas DataFrame, Pandas Functions (Mean, Median, Max, Min), Data Manipulation, Supervised Learning, Unsupervised Learning, Machine Learning with Python

  4.39 148.3K+ learners 2.5 hrs

Skills: Introduction to Machine Learning, Supervised Machine Learning, Linear Regression, Pearson's Coefficient, Coefficient of Determinant

  4.57 96.5K+ learners 11 hrs

Skills: Python, Statistics, Reinforcement learning, Machine learning

  4.46 77.5K+ learners 1 hr

Skills: Learn the fundamentals of machine learning, including supervised and unsupervised learning, regression, and recommendation systems. Join this free machine learning course to apply these skills in real-world business scenarios.

  4.58 43.7K+ learners 2 hrs

Skills: Descriptive Statistics, Measures of Dispersion Range and IQR,,Central Tendency and 3 Ms,The Empirical Rule and Chebyshev Rule,Correlation Analysis

  4.49 32.3K+ learners 1.5 hrs

Skills: Classification (Logistic Regression, Decision Trees, SVM), Regression (Linear, Ridge, Lasso), Clustering (K-means, Hierarchical), model evaluation, cross validation

  4.53 30.3K+ learners 2.5 hrs

Skills: Linear Regression, Concept of Multicollinearity, R Square, Predictive Modeling

  4.43 21.8K+ learners 2 hrs

Skills: Scikit Learn Library,Logistic Regression, Naïve Bayes