MLIntermediate
Unsupervised Learning: Clustering and Dimensionality Reduction
K-means, DBSCAN, PCA, t-SNE and anomaly detection.
Bibek Sharma$39
All instructors
Bibek Sharma
Data Scientist
19 courses
Courses by Bibek
MLIntermediate
Time Series Forecasting
ARIMA, Prophet and gradient boosting for demand and sales forecasts.
Bibek Sharma$45
MLIntermediate
Supervised Learning: Regression and Classification
The Andrew Ng-style core, hands-on in Python.
Bibek Sharma$39
MLIntermediate
Recommender Systems
Collaborative filtering, embeddings and ranking for products and content.
Bibek Sharma$45
DataBeginner
R Programming for Data Analysis
tidyverse, ggplot2 and R Markdown reports from zero.
Bibek Sharma$29
DataBeginner
Python for Data Science Bootcamp
NumPy, pandas, Matplotlib and your first end-to-end analysis.
Bibek Sharma$35
DataIntermediate
Probability for Data Science
Distributions, Bayes and expected value — with Python simulations.
Bibek Sharma$35
MLIntermediate
Natural Language Processing Fundamentals
Teach machines to work with human language.
Bibek Sharma$45
MLBeginner
Math Essentials for Machine Learning
The linear algebra, probability and calculus you actually need.
Bibek SharmaFree
MLBeginner
Machine Learning Without the Math
Intuition-first ML for managers, analysts and curious beginners.
Bibek SharmaFree
MLIntermediate
Kaggle Competitions Masterclass
Read a competition, build a baseline, climb the leaderboard.
Bibek Sharma$39
DataIntermediate
Healthcare Data Analytics
Clinical, claims and operational data — analysed responsibly.
Bibek Sharma$45
MLIntermediate
Feature Engineering and Model Tuning
The work that actually wins: features, validation and hyperparameters.
Bibek Sharma$39
MLAdvanced
Explainable AI and Model Interpretability
SHAP, LIME, feature importance and explaining decisions to stakeholders.
Bibek Sharma$49
DataBeginner
Data Science Workflow: Jupyter, Git and Reproducibility
Notebooks, environments, version control and projects that others can rerun.
Bibek SharmaFree
DataBeginner
Data Cleaning and Data Quality
Fix missing values, duplicates and dirty text — and keep data trustworthy.
Bibek Sharma$29
MLIntermediate
Hands-On Machine Learning with Python
Train, evaluate and ship real models with scikit-learn.
Bibek Sharma$45
MLBeginner
Machine Learning Foundations
The core ideas behind models that learn from data.
Bibek SharmaFree