Machine Learning Courses and Certifications

Whizlabs

Fundamentals of Machine Learning

Master machine learning fundamentals with hands-on experience in supervised/unsupervised learning, data preparation, model optimization, and cloud deployment on AWS and Azure.

• Coursera
• 12 hours 39 minutes
• Self-Paced
• Paid Course

Packt

Python Machine Learning By Example

Explore Python machine learning through hands-on projects covering deep learning, NLP, and computer vision using TensorFlow and PyTorch, with real-world case studies in finance, NLP, and image recognition.

• Coursera
• 32 hours
• Self-Paced
• Paid Course

Packt

Fundamentals of Machine Learning

Discover machine learning fundamentals through hands-on labs covering regression, classification, decision trees, SVM, and deep learning with real-world applications.

• Coursera
• 12 hours 16 minutes
• Self-Paced
• Paid Course

Packt

Clustering and Classification with Machine Learning in R

Master R for data analysis: from preprocessing to advanced machine learning algorithms. Gain practical skills in clustering, classification, and dimension reduction using real-world datasets and popular R packages.

• Coursera
• 11 hours 42 minutes
• Self-Paced
• Paid Course

EDUCBA

Advanced Machine Learning with R: Apply & Predict

Master advanced ML techniques in R: clustering, Naive Bayes, neural networks, time series forecasting, PCA, gradient boosting, and market basket analysis for production-ready models.

• Coursera
• 17 hours 40 minutes
• Self-Paced
• Paid Course

EDUCBA

Machine Learning in Python: Analyze & Apply

Master Python's data science ecosystem through hands-on machine learning fundamentals, NumPy, Matplotlib, Pandas, and scikit-learn with advanced applications like face recognition and sentiment analysis.

• Coursera
• 13 hours 53 minutes
• Self-Paced
• Paid Course

EDUCBA

Machine Learning with Python: Diabetes Prediction

Master diabetes prediction using Python and machine learning through hands-on practice with real healthcare data, logistic regression, and ROC curve evaluation techniques.

• Coursera
• 2 hours 32 minutes
• Self-Paced
• Paid Course

Packt

Applied Machine Learning and Model Optimization

Master advanced ML algorithms, hyperparameter tuning, and model optimization techniques through hands-on projects with XGBoost, ensemble methods, and real-world applications.

• Coursera
• 21 hours 9 minutes
• Self-Paced
• Paid Course

EDUCBA

Machine Learning with Python: Case Studies

Master machine learning through hands-on Python case studies covering regression, clustering, classification, and feature engineering with real-world datasets like salary prediction and credit risk.

• Coursera
• 8 hours 57 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Octave for Machine Learning: Data Analysis Mastery

Master GNU Octave for machine learning workflows, from matrix operations to data visualization, plus R classification techniques for real-world data science applications.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

EDUCBA

Octave for Machine Learning: Analyze & Visualize

Master Octave for machine learning through hands-on matrix operations, data visualization, and statistical analysis. Build computational skills from installation to advanced applications.

• Coursera
• 7 hours 55 minutes
• Self-Paced
• Paid Course

Practical Machine Learning without Coding

Discover how to build, optimize, and deploy machine learning models using no-code platforms, from standard algorithms to advanced automation and real-world business integration.

• Coursera
• 3 hours 20 minutes
• Self-Paced
• Paid Course

Packt

Core Machine Learning & Evaluation

Master machine learning fundamentals, feature engineering, advanced algorithms, and model optimization through hands-on projects and real-world applications.

• Coursera
• 11 hours 25 minutes
• Self-Paced
• Paid Course

Packt

Algorithm Alchemy: Unlocking the Secrets of Machine Learning

Unlock machine learning secrets with Python implementation of supervised, unsupervised, and deep learning algorithms for real-world data problems.

• Coursera
• 5 hours 9 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Apply R for Predictive Analytics and Machine Learning

Master predictive analytics and machine learning with R through hands-on projects in retail, finance, and telecom, building job-ready skills for data-driven decision-making.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses