2-weeks Live Online Trainig -Financial Data Analysis

Two weeks Online

FDP | Industrial | Internship Training on

Financial Data Analysis with AI Machine Learning & Algorithm Trading

Training Date: 4th Nov - 15th Nov 2024

Timing: 6:30 PM to 9:30 PM IST

Duration: 30-Hrs LIVE, 2-weeks

2-weeks Training Content

• Module 1
• Financial Analysis Introduction
• Python Programming
• Module 2
• Working With Numpy
• Data Manipulation – Cleansing – Munging Using Pandas
• Data Analysis – Visualization Using Python
• Module 3
• Implementation of Stats Methods
• Machine Learning Foundation
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• Module 4
• Time Series Fundamentals
• Simple Time Series
• Arima & Sarima – Time Series Forecasting
• Module 5
• Introduction to Portfolio Allocation Risk Management
• Finance Fundamentals & Strategy
• Better Investment Decisions – Piotroski F-Score
• Quant Finance

2-weeks Training Projects

• Hand-on 1: Facebook Shares Time Series Data with Interesting Insights
• Hand-on 2: EDA, Data Mangling and Visualizing using Microsoft Financial Data
• Hand-on 3: Insights & Analysis Daily Percentage Change, Cumulative Daily Returns, Comparing Daily Returns using Stock Data.
• Hand-on 4: Forecasting Google Shares: Regression Analysis & Predictive using on Google Shares Price
• Hand-on 5: Car Stock Market Analysis: Analyzing stock data related to car companies like Tesla vs Ford vs GM from Jan 2012 to Jan 2023
• Hand-on 6: Stats Model Analysis: Decomposition, Stationarity Testing, Differencing, Autocorrelation Plots and Interpretation.
• Hand-on 7:Monthly Production Forecasting: ARIMA and SARIMA monthly Production Time Series Forecasting.
• Hand-on 8: Financial Portfolio Allocation and Optimization: Portfolio Values, Statistics, Sharpe Ratio.
• Hand-on 9: Piotroski F-score: F-Score calculation, how good Piotroski F-score predicts stock returns, Plotting the Piotroski F-Score.
• Hand-on 10: Trading Strategy on Financial Data: Implementation of Financial Back testing, First Trading Algorithm

 Key Highlights

• 2-weeks Live Training with AI expert
• Live interaction with Trainer.
• 70 % Hands-on + 30% Theory Sessions.
• you will get each Recording also.
•  we will share the project code & PPTs.
• Certificate in association with Mech IIT Madras

Prerequisite: Basic knowledge of Python programming

Registration is going to end soon! 30 Limited seats only

M:7053133032 | Info@eduxlabs.com