Stock Market Analysis and AI
Live/Online/12Weeks/BestPrice
Unlock the Full Potential of Stock Market Analysis and AI Mini Bootcamp
Explore the Future of the World of Finance and Data with Python
- Embark on a transformative 10-week journey to master the intricacies of the stock market and harness the power of Python programming for data analysis.
- This comprehensive course is structured to provide you with a solid foundation in stock market analysis, statistical techniques, time series analysis, machine learning, and algorithmic trading strategies.
Yasin Ceran
As a co-founder and data scientist, I apply my expertise in machine learning and data analytics to create innovative solutions for complex business problems. I have over 8 years of experience in developing predictive models, statistical analyses, and data mining algorithms, using Python and other tools.
What to Expect
Introduction to Stock Market and Python Basics
- Overview of the stock market and its components
- Introduction to financial markets and instruments
- Importance of data in stock market analysis
- Basic Python programming for data analysis
- Introduction to libraries: NumPy and Pandas
- Hands-on exercises with financial data
- Understanding time series data in finance
- Basics of stock market data manipulation with Pandas
Statistics for Stock Market Analysis
- Descriptive statistics for financial data
- Central tendency and dispersion measures
- Probability distributions and their applications in finance
- Hands-on exercises with statistical concepts in Python
- Statistical inference in finance
- Hypothesis testing and p-values
- Correlation and regression analysis in stock market data
- Practical application of statistical concepts in finance
Time Series Analysis in Finance
- Introduction to time series analysis
- Time series components: trend, seasonality, and noise
- Decomposition of time series data
- Hands-on exercises on time series decomposition using Python
- Autocorrelation and partial autocorrelation
- Introduction to ARIMA (AutoRegressive Integrated Moving Average) model
- Building and tuning ARIMA models
- Practical application on historical stock prices
Machine Learning for Stock Market Prediction
- Introduction to machine learning in finance
- Feature engineering for stock market data
- Building a simple machine learning model for stock prediction
- Evaluation metrics for regression models
- Advanced machine learning models for stock prediction
- Ensemble methods and their applications in finance
- Model evaluation and tuning
- Practical exercises with machine learning in stock market analysis
Algorithmic Trading Strategies
- Introduction to algorithmic trading
- Basics of quantitative finance
- Building and backtesting simple trading strategies
- Implementation of trading algorithms in Python
- Advanced algorithmic trading strategies
- Risk management in algorithmic trading
- Hands-on exercises with algorithmic trading
How You’ll Learn
- Engage in 8 interactive live sessions covering key topics.
- Access dynamic video lessons, exploring commands, features, and parameters.
- Participate in hands-on workshops and apply your learning to real-world scenarios.
- Complete custom projects to enhance your stock market analysis portfolio.
- Utilize curated resources to deepen your understanding and push your creative boundaries.
Who Is This Course For
Duration
12 weeks
Skill Level
Intermediate/Advanced
Hands-on
10 weeks
Location
Remote
Capstone Project and Final Presentations
- Work on capstone projects in small groups
- Group presentations of capstone projects
Learn from Industry Experts and Seasoned Educators
Why Choose Us?
We embrace a hands-on learning philosophy, emphasizing practical experiences for an authentic grasp of data science concepts. Committed to cultivating the growth of emerging professionals in the data science realm, our program provides a distinctive opportunity to collaborate with seasoned experts. Join our dynamic team and immerse yourself in gaining practical expertise in areas such as data analysis, machine learning, and statistical modeling.
Price and payment options
Our plans fit your needs.
Synchronous online classes
Detailed feedbacks
Interactive live coding lessons
Enriching discussions
Career insights and interview tips
7500
Bundle Price
Stock Market Analysis and AI Mini Bootcamp start dates
The next batch starts
Nov 20, 2023
Application Deadline
Nov 20, 2023
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