Machine Learning
Master Machine Learning with comprehensive training and hands-on projects
8 weeks
Mon-Fri (2 hours/day)
ML Fundamentals
Supervised Learning
Unsupervised Learning
Deep Learning
Donation-based learning for company growth
Request 1:1 Session
Lifetime access to materials
Certificate of completion
Career guidance included
Weekly Curriculum
Week 1
Monday
Introduction to Machine Learning
Tuesday
Python for ML
Wednesday
NumPy and Pandas
Thursday
Data Preprocessing
Friday
Mini Project: Data Cleaning
Week 2
Monday
Linear Regression
Tuesday
Logistic Regression
Wednesday
Evaluation Metrics
Thursday
Overfitting and Regularization
Friday
Mini Project: Regression
Week 3
Monday
Decision Trees
Tuesday
Random Forests
Wednesday
Gradient Boosting
Thursday
Hyperparameter Tuning
Friday
Mini Project: Classification
Week 4
Monday
K-Means Clustering
Tuesday
Hierarchical Clustering
Wednesday
PCA for Dimensionality Reduction
Thursday
Anomaly Detection
Friday
Mini Project: Clustering
Week 5
Monday
Introduction to Neural Networks
Tuesday
TensorFlow and Keras
Wednesday
Building Neural Networks
Thursday
Backpropagation
Friday
Mini Project: Simple NN
Week 6
Monday
Convolutional Neural Networks
Tuesday
Transfer Learning
Wednesday
Image Classification
Thursday
Data Augmentation
Friday
Mini Project: CNN
Week 7
Monday
Recurrent Neural Networks
Tuesday
LSTM and GRU
Wednesday
Time Series Analysis
Thursday
Natural Language Processing Basics
Friday
Mini Project: RNN
Week 8
Monday
Model Deployment
Tuesday
ML Pipelines
Wednesday
Ethics in ML
Thursday
Final Project Planning
Friday
Final Project Presentation