-
₹12000
-
Duration: 6 Months
-
Delivery mode: Online
-
Group size: Individual
-
Instruction language:
Hindi,
English
-
Certificate provided:
No
Course Overview
This hands-on program is designed to take you from Python fundamentals to mastering machine learning and deep learning techniques used in the real world. You’ll begin by building a solid programming foundation in Python, advance through data handling and visualization, and then dive into core and advanced machine learning algorithms with practical projects and case studies.
What You’ll Learn
Python Programming: syntax, data structures, functions, OOP, and file handling
Data Analysis & Visualization: NumPy, Pandas, Matplotlib, Seaborn, Exploratory Data Analysis (EDA)
Statistics for ML: probability, distributions, hypothesis testing, correlation, regression analysis
Machine Learning Algorithms: regression, classification, clustering, dimensionality reduction, model evaluation
Time Series & Forecasting: ARIMA, moving averages, seasonal trends, periodic analysis
Deep Learning Essentials: neural networks, activation functions, optimization, TensorFlow & Keras basics
Hands-on Learning
Each phase includes real-world projects such as predicting house prices, building sentiment analysis systems, performing customer segmentation, and developing end-to-end ML pipelines — giving you practical experience with data-driven decision-making.
Outcome
By the end of the course, you’ll:
Have a deep understanding of Python programming and data handling
Be able to build, train, and evaluate ML models confidently
Gain exposure to time series analysis and neural networks
Be ready to pursue roles in Data Science, Machine Learning, or AI