Training Highlights
30+ Hours Live online Instructor-led Training
Hands-On Projects
Work on real-world projects
Certificate of completion
in association with
Mechanica IIT Madras
Key Takeaways:
Certificate, Lectures Recording, Projects code, Notes, etc.
What You'll Learn in Two weeks
Module 1
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Financial Analysis Introduction
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Python Programming
Module 2
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Working With Numpy
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Data Manipulation – Cleansing – Munging Using Pandas
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Data Analysis – Visualization Using Python
Module 3
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Implementation of Stats Methods
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Machine Learning Foundation
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Module 4
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Time Series Fundamentals
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Simple Time Series
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Arima & Sarima – Time Series Forecasting
Module 5
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Introduction to Portfolio Allocation Risk Management
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Finance Fundamentals & Strategy
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Better Investment Decisions – Piotroski F-Score
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Quant Finance
Hands-on
Projects included in Training
Hand-on 1: Facebook Shares Time Series Data with interesting insights
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Hand-on 2: EDA, Data Mangling and Visualizing using Microsoft Financial Data
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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
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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
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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.
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Hand-on 8: Financial Portfolio Allocation and Optimization: Portfolio Values, Statistics, Sharpe Ratio.
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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
Who should attend?
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Any students in college who want to start a career in a AI Engineer.
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Faculty & Research Scholar who want to level up in AI.
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Any data analysts who want to level up in AI .
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Any people who are not satisfied with their job and who want to become a Data Scientist.
AI Training Experts
WHAT PEOPLE SAY
Instructor
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Mr. Bipul Shahi
(M.Tech) (Exp. 7+ Yrs)
Expertise in AI & ML | IoT
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Delivered 450+ FDP, Corporate Training, & Workshops etc.
Instructor
Mr. Amit Mishra
(M.Tech) (Exp.8+ Yrs)
Expertise in AI & ML | Blockchain
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Delivered 500+ FDP, Corporate Training & Workshops etc.
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What will be Live classes Time Zone ?We will follow IST Zone (Indian Standard Time) [GMT +5:30].
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Will this training be Live or Pre Recorded ?This is completely Live Training. but you will get each live session recording also
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Will you be sharing each session recordings?Yes, you will get each Live session recording for lifetime access.
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Will you provide certificate of completion ?Yes, each participant will receive e-certificate of completion.
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Is Attendance compulsory in Live classes?There is no minimum attendance policy for Live classes.
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