Expert Level 13 Ages 17–46 Online 24 hr Certificate
Complete course on AI, Machine Learning & Deep Learning from Zero to Hero (Part 1)
This course provides advanced concepts of artificial intelligence. Students will learn in-demand skills such as machine learning, deep learning, NLP, generative AI, and many more…
This course provides advanced concepts of artificial intelligence. Students will learn in-demand skills such as machine learning, deep learning, NLP, generative AI, and many more. Students will learn to approach problems in a systematic, data-driven way, which can be applied to various real-world challenges beyond just AI. Studying AI and ML can deepen your understanding of human intelligence and cognition, providing insights into how we learn, think, and make decisions.
What you'll learn
- Introduction to AI
- Introduction to Jupyter Notebook
- NumPy, Pandas. Matplotlib, Scikit-learn, Seaborn
- Supervised & Unsupervised Machine Learning
- Linear Regression, Linear regression in Multiple Variable
- Gradient Descent
- Dummy variable and One hot Encoding
- Training and Testing data
- Classification Algorithm in ML
- Logistic Regression(Binary & Multiclass Classification)
- KNN Classification
- Support Vector Machine
- Decision Tree Algorithm
- Naive Bayes classifier
- Random Forest Algorithm
- K-Fold Cross Validation
Prerequisites
- Previous knowledge of Python Advanced Course
Skills you'll build
Additional ProjectsConceptual SkillsCreativity & InnovationLogical ThinkingPerseverancePresentation & Communication SkillsProblem Solving
