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FintechSolAcademy
Data Science & AnalyticsPopular

Data Science with Python

Analyse, visualise and model real-world data with Python, SQL, pandas and statistics.

Duration
14 weeks · 84 hrs
Training mode
Live Online
Level
Beginner
Modules
6 modules

Course overview

Learn the end-to-end data science process used by analytics teams. This course covers SQL for data extraction, pandas for analysis, statistics for sound decision making and visualisation for clear communication.

You will complete several guided case studies and a capstone analysis that demonstrates your ability to turn raw data into a recommendation.

What you will learn

  • Query relational databases confidently with SQL
  • Clean, reshape and analyse data with pandas
  • Apply descriptive and inferential statistics correctly
  • Build clear charts and dashboards that tell a story
  • Deliver an end-to-end analysis with a business recommendation

Curriculum

6 modules · 14 weeks

  1. 01Python Fundamentals for Data12 hrs
    • Data types and control flow
    • Functions
    • Jupyter notebooks
  2. 02SQL for Analysts12 hrs
    • SELECT, JOIN and GROUP BY
    • Window functions
    • Query performance basics
  3. 03Data Wrangling with pandas16 hrs
    • Importing data
    • Cleaning and transforming
    • Merging datasets
  4. 04Statistics for Decision Making14 hrs
    • Distributions
    • Hypothesis testing
    • A/B testing
  5. 05Visualisation and Storytelling12 hrs
    • Choosing the right chart
    • matplotlib and seaborn
    • Presenting insights
  6. 06Intro to Predictive Modelling and Capstone18 hrs
    • Regression basics
    • Capstone analysis
    • Portfolio presentation

Prerequisites

  • No prior programming required
  • Basic computer literacy

Certification

FintechSol Academy Certificate in Data Science (certificate of completion).

Your trainer

Daniel Okafor

Sample profile

Senior Trainer – Data & Python

10+ years experience · Python, SQL, analytics, test automation

Daniel teaches Python, data science and automation. He is known for clear explanations, practical case studies and a strong emphasis on writing clean, tested code.

Frequently asked questions

Are the live sessions recorded?

Yes. Recordings of live sessions are made available to enrolled learners for the duration of the course so you can revise or catch up on missed classes.

Will I receive a certificate?

Learners who complete the required assignments and the capstone receive a FintechSol Academy certificate of completion. Vendor certification exams, where relevant, are booked and paid separately.

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