COURSE
Data Science With Python
Master Data Science with Python through hands-on training in data manipulation, statistical analysis, machine learning, and predictive modeling.
- Intermediate - Advanced
- Duration 5 Days
- Level Professional
- Certificate Included
Hands-on Labs
Real-world labs and practical scenarios to build strong administration skills.
Expert Instructors
Learn from certified Linux professionals with years of industry experience.
Industry Recognized
Earn a certificate that enhances your career and validates your technical expertise.
Dedicated Support
Get 24/7 support from our team to help you throughout your learning journey.
Course Overview
A comprehensive 40-hour immersive program that takes participants from practical data manipulation through statistical analysis, machine learning, and big data integration. Covering the complete analytical pipeline — data processing, exploratory analysis, predictive modeling, large-scale data handling, and model evaluation — using the robust Python ecosystem.
- End-to-end pipeline: raw data → cleaned → EDA → ML model → business insight
- Scikit-learn ML module: regression, classification, clustering, and ensemble methods
- Matplotlib + Seaborn visualisation — communicate findings to non-technical stakeholders
- Capstone project with business presentation: portfolio-ready, interview-proof deliverable
What You’ll Learn
Foundation & Static Analysis
- Introduction to Data Science & Different Sectors Using It
- Data Analytics Process & Exploratory Data Analysis (EDA)
- Statistical Analysis, Distribution & Business Applications
Python Environment & Scientific Computing
- Python Environment Setup with Anaconda & Basic Operators
- Mathematical Computing with NumPy (ndarrays, Operations)
- Scientific Computing with SciPy (Integration, Optimization, Statistics)
Data Manipulation & Machine Learning
- Data Manipulation with Pandas (DataFrames, Missing Values, SQL Ops)
- Machine Learning with Scikit-Learn (Supervised & Unsupervised Models)
NLP & Data Visualization
- Natural Language Processing with Scikit-Learn
- Data Visualization in Python using Matplotlib
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Course Details
- Duration: 5 Days
- Level: Professional
- Mode: Online / Classroom
- Certificate: Yes
- Training: Instructor-Led
- Language: English
- Access: Lifetime Access
Why Choose Amigo?
- Industry-focused training
- Certified and experienced trainers
- Hands-on real-world experience
- Flexible learning options
- Career guidance and support
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