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AI Vibe Coding for Python Machine Learning

Course Information

  • Sessions 1 day
  • Duration 15 hrs
  • Level Intermediate
  • Assessment NA

Venue

Download Course Brochure

Certification

  • Certificate of Completion from Tertiary Courses - Upon meeting at least 75% attendance and passing the assessment(s), participants will receive a Certificate of Completion from Tertiary Courses.

AI Vibe Coding for Python Financial Analysis

Course Code: C188
AI Vibe Coding Series

8 Review(s) | Add Your Review

What's This Course About

Turn Python into your financial analysis toolkit with AI Vibe Coding for Python Financial Analysis. This hands-on 2-day course teaches you how to use AI coding assistants such as Cursor, GitHub Copilot and Claude to analyse financial data with Python. Instead of memorising pandas syntax and formulas, you will vibe code — describing the analysis you want in plain language and letting AI generate, explain, refactor and fix the Python code while you stay in control of the financial logic and interpretation.

Through practical exercises with real market data, participants will import and clean financial datasets, compute returns, volatility and risk metrics, analyse price time series, evaluate and optimise portfolios, backtest simple trading strategies, and publish an interactive financial dashboard on Streamlit — all with an AI pair programmer at their side. You will also learn to review, test and improve AI-generated analysis code so your numbers are correct and your conclusions hold up. By the end of the course, you will be able to deliver useful financial analysis in Python faster with an effective AI vibe-coding workflow.

Course Fee

₵700.00

Course Date

Additional Note

Please bring your own laptop for hands-on training. If you don't have laptop, we can provide spare laptop for training use.

Post-Course Support

  • We provide free consultation related to the subject matter after the course.
  • Please email your queries to info@tertiarycourses.com.gh and we will forward your queries to the subject matter experts and get back to you as soon as possible.

Cancellation & Reschedule Policy

  • We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
  • Note: the venue of the training is subject to changes due to class size and availability of the classroom. The minimum class size to start a class is 3 Pax.

Course Details

Course Details

What You'll Learn

Topic 1 Getting Started with AI Vibe Coding for Financial Analysis

  • Introduction to Python for Financial Analysis
  • Setting Up Python and AI Coding Assistants (Cursor, GitHub Copilot, Claude)
  • Working with Financial Data in Pandas
  • Importing Market Data from APIs and Files

Topic 2 Analysing Financial Data with AI

  • Cleaning and Transforming Financial Datasets
  • Computing Returns, Volatility and Risk Metrics
  • Time Series Analysis of Stock Prices
  • Visualising Financial Data with AI-Generated Charts

Topic 3 Portfolio and Investment Analysis with Vibe Coding

  • Measuring Portfolio Returns and Diversification
  • Portfolio Optimisation with AI Assistance
  • Backtesting Simple Trading Strategies
  • Evaluating Performance and Drawdowns

Topic 4 Building Financial Dashboards and Reports

  • Automating Financial Reports with Python
  • Building an Interactive Finance Dashboard on Streamlit
  • Reviewing and Improving AI-Generated Analysis Code
  • Deploying and Sharing Your Financial Analysis App

Course Info

Promotion Code

Your will get 10% discount voucher for 2nd course onwards if you wrte us a Google review.

Minimum Entry Requirement

Knowledge and Skills

  • Able to operate using computer functions
  • Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)

Attitude

  • Positive Learning Attitude
  • Enthusiastic Learner

Experience

  • Minimum of 1 year of working experience.

Target Age Group: 21-65 years old

Minimum Software/Hardware Requirement

Software:

Download and Install the following software

Sign up free Google Colab account

Hardware: Window or Mac Laptops

Job Roles

Job Roles

  • Aspiring Software Developer
  • Data Analyst
  • Web Developer
  • Automation Engineer
  • Data Scientist
  • System Administrator
  • Bioinformatics Specialist
  • Research Scientist
  • Finance Professional
  • Machine Learning Enthusiast
  • GIS (Geographic Information System) Specialist
  • IT Consultant
  • Network Engineer
  • Database Administrator
  • Tech Entrepreneur.

Trainers

Trainers

is an accomplished IT and data specialist with over 20 years of experience in academia, ICT leadership, and professional training, with a strong focus on data analytics and Excel-based solutions. He has developed and delivered specialized training programs on Statistical Data Analysis with Excel and Visual Basic for Applications (VBA) for Excel, equipping learners with advanced data manipulation, automation, and reporting skills. His expertise extends to automating institutional reporting systems, where he successfully streamlined academic records management through Excel-based tools, integrating macros and automation to improve efficiency and accuracy. As a trainer and consultant, Dr. Siraj has taught Excel to diverse audiences, including university staff, administrative teams, and professionals in banking, security, and education, ensuring they can apply Excel for decision-making, statistical modeling, and process automation. His practical mastery of Excel is complemented by his deep knowledge of office automation and ICT project management, making him a highly sought-after trainer in data analysis and productivity tools. With his blend of hands-on technical expertise and instructional experience, Dr. Siraj stands out as a credible authority in leveraging Excel to drive organizational efficiency and data-driven strategies

Review

Customer Reviews (8)

Very informative Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
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3. How do you find the training environment
The training was very practical and hands-on. I could apply what I learned to my work immediately. (Posted on 12/26/2024)
Practical and relevant Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
The trainer is an expert in the subject and shared many practical insights from real projects. (Posted on 7/23/2024)
Very informative Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
The course content was comprehensive and up to date. The practical exercises were the best part. (Posted on 2/15/2024)

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