Machine Learning
Code for the future of user interfaces & build dynamic, interactive websites to create impactful online experiences.
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2-3 Months
Program Duration
Certifications
2
Industrial Projects
4-6
Internship Partners
100+
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Lifetime
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Program Curriculum
Explore a career in web development, a dynamic field that combines creativity and essential skills for a promising professional journey.
Module 1: Python Basics & Environment Setup
- Python Architecture and Data Structures
- Installation of Anaconda Prompt
- Jupyter Notebook Overview
- Shortcuts in Jupyter Notebook
- Data Types in Python
Module 2: Python Data Structures & File Handling
- Rules for Naming Variables
- List, Tuple, Set, Dictionary
- Introduction to Files and Directories
- Text File Reading and Writing
- Using `with` to Open Files
Module 3: Loops and Conditionals
- If, elif, and else conditions
- For Loop
- While Loop
Module 4: Data Analysis with NumPy & Pandas
- Introduction to Machine Learning Libraries
- NumPy – Hands-on Practice
- Pandas – Data Manipulation, Calculation, Analysis
- Pandas – Hands-on Practice
Module 5: Data Visualization with Matplotlib & Seaborn
- Exploring and Visualizing Data
- Matplotlib – Hands-on
- Seaborn – Hands-on
- Extracting Insights from Data
Module 6: Statistical Thinking in Python
- Thinking Statistically
- Measures of Central Tendency
- Measures of Dispersion
- IQR Statistics – Hands-on
Module 7: Supervised & Unsupervised Learning
- Classification and Regression
- Model Fine-Tuning
- Linear Regression
- Metrics in Linear Regression – Hands-on
Module 8: Logistic Regression
- Introduction to Logistic Regression
- Metrics in Logistic Regression
- Hands-on Practice
Module 9: Data Preprocessing
- Introduction to Data Preprocessing
- Handling Missing Values and Outliers
- Standardization and Normalization
- Feature Scaling and Selection
- Exploratory Data Analysis (EDA)
Module 10: Tree-Based Models
- Decision Tree – Classification and Regression
- Bagging
- Boosting
- Random Forest
Certificates
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Earn credentials from IBM — give the exam, get certified, and stand out.
Master the language of the web with IBM’s globally recognized certification
What You’ll Get:
- IBM digital certificate recognized globally
- Increased trust and credibility with employers
- Better job opportunities and professional edge
- Stronger profile in web development roles
- Proof of your commitment to upskilling
Price : ₹3000
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