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Data Science with Python · SkillMint

Home/Courses/Tech & Development

TE-580 · Tech & Development

Data Science with Python

Analyze data build models and create insights with Python and libraries

ADVANCED15h of content48 lessonsCertificate of Completion

Curriculum

What's inside.

6 modules · 48 lessons · 15 hours

Fundamentals8 lessons

IntroductionPreview

Core Concepts

Price

$169$38957% OFF

Enroll in Program

What's Included

15 hours of content
48 lessons
Online · self-paced
Certificate of completion
30-day money-back guarantee

Certificate

Included

Format

Online · Self-paced

Duration

15h · 48 lessons

Level

Advanced

Overview

About this course.

Analyze data build models and create insights with Python and libraries. Complete comprehensive training with real-world examples and actionable strategies.

Outcomes

What you'll learn.

By the time you finish the course, you'll be able to:

Load, clean, and transform data with pandas and DuckDB

Visualize with matplotlib, seaborn, and Plotly for exploratory analysis

Build regression, classification, and tree-based models with scikit-learn

Setup & Tools

Essential Framework

Introduction (Part 2)

Core Concepts (Part 2)

Setup & Tools (Part 2)

Essential Framework (Part 2)

Strategy8 lessons

Strategic Framework

Planning Process

Goal Setting

Roadmap Development

Strategic Framework (Part 2)

Planning Process (Part 2)

Goal Setting (Part 2)

Roadmap Development (Part 2)

Implementation8 lessons

Step-by-Step Process

Key Techniques

Common Pitfalls

Quality Control

Step-by-Step Process (Part 2)

Key Techniques (Part 2)

Common Pitfalls (Part 2)

Quality Control (Part 2)

Optimization8 lessons

Performance Analysis

Optimization Strategies

Scaling Methods

Automation Systems

Performance Analysis (Part 2)

Optimization Strategies (Part 2)

Scaling Methods (Part 2)

Automation Systems (Part 2)

Advanced8 lessons

Expert Strategies

Real Case Studies

Competitive Advantages

Advanced Techniques

Expert Strategies (Part 2)

Real Case Studies (Part 2)

Competitive Advantages (Part 2)

Advanced Techniques (Part 2)

Mastery8 lessons

Mastering the Craft

Teaching Others

Building Authority

Long-term Success

Mastering the Craft (Part 2)

Teaching Others (Part 2)

Building Authority (Part 2)

Long-term Success (Part 2)

Card, PayPal, or crypto

Tune hyperparameters with cross-validation and pipelines

Explain models with SHAP and feature-importance methods

Deploy models as APIs with FastAPI and containerize them

Work inside Jupyter and VS Code notebook workflows productively

Deliver a portfolio project end-to-end — data, model, deployment, write-up

Requirements

What you need.

No formal prerequisites — the course is open to anyone.
Reliable internet connection and a modern browser.
Willingness to work through the exercises and apply what you learn.

FAQ

Frequently asked.

How is the course delivered?

All courses are online and self-paced. You get video lessons, written materials, and exercises through your dashboard — available any time, on any device.

How long do I have access?

Lifetime access. Buy once, come back whenever you want. Most learners finish a course within a few weeks depending on its length and how much time you put in.

Do I get a certificate?

Yes. When you complete the course you can download a certificate of completion to share on LinkedIn or attach to your résumé. It's not an accredited academic degree — it's a proof-of-completion for the course.

What if the course isn't for me?

Every purchase is backed by a 30-day money-back guarantee. Email us within 30 days and we'll refund you — no questions asked.

Course Details

Category: Tech & Development
Level: Advanced
Language: English
Lessons: 48
Duration: 15 hours
Format: Online · Self-paced
Certificate: Included
Access: Lifetime

Get Started

Instant access.

Buy the course and start learning right away. No waitlist, no prerequisites, no application.