Data Science & Machine Learning Bootcamp

Accelerate your professional journey with our comprehensive intensive programs. We provide structured, hands-on training that transforms aspiring learners into industry-ready data science professionals through expert-led instruction and real-world project experience.

$250000

Course Content

Module 1: Module 1: Foundations of Data Science

Lesson 1: Introduction to Data Science & Its Applications

Lesson 2: Python for Data Science (NumPy, Pandas Basics)

Lesson 3: Data Cleaning & Preprocessing Techniques

Lesson 4: Exploratory Data Analysis (EDA) with Visualization (Matplotlib, Seaborn)

Lesson 5: Introduction to SQL for Data Science

Module 2: Module 2: Machine Learning Fundamentals

Lesson 1: Introduction to Machine Learning & Types of ML (Supervised, Unsupervised, Reinforcement)

Lesson 2: Linear Regression & Model Evaluation Metrics (MSE, R²)

Lesson 3: Classification Algorithms (Logistic Regression, Decision Trees, SVM)

Lesson 4: Clustering & Dimensionality Reduction (K-Means, PCA)

Lesson 5: Bias-Variance Tradeoff & Overfitting Prevention

Module 3: Module 3: Advanced ML & Real-World Applications

Lesson 1: Ensemble Methods (Random Forest, Gradient Boosting, XGBoost)

Lesson 2: Neural Networks & Deep Learning Basics (TensorFlow/Keras)

Lesson 3: Natural Language Processing (NLP) Fundamentals (Text Preprocessing, Sentiment Analysis)

Lesson 4: Model Deployment (Flask, FastAPI, Cloud Deployment)

Lesson 5: Capstone Project – End-to-End ML Pipeline

Instructor

Sabrina

Instructor

She is an AI professional