Time Series Analysis Courses and Certifications

Dalian Minzu University

时间序列分析

Master 时间序列分析的基本理论和Python实践，从平稳序列到异方差模型，掌握数据建模、预测和分析技能，适用于统计、经济、金融等领域的实际应用。

• XuetangX
• On-Demand
• Free Online Course

AI TIME PhD ICML 2021 专场二

Dive into advanced machine learning concepts and research methodologies through expert presentations focused on time series analysis, deep learning applications, and AI innovations.

• XuetangX
• On-Demand
• Free Online Course

AI TIME PhD ICML 2021 专场一

Dive into advanced AI research methodologies and theoretical frameworks presented by leading experts at ICML 2021, focusing on time series analysis and machine learning applications.

• XuetangX
• On-Demand
• Free Online Course

Great Learning

Time Series Analysis Using Python

समय श्रृंखला विश्लेषण की मूल अवधारणाओं और तकनीकों का हिंदी में व्यापक अवलोकन, जिसमें डेटा की व्याख्या, विघटन और पूर्वानुमान शामिल है।

• YouTube
• 41 minutes
• On-Demand
• Free Video

Banach Center

Testing Topological Conjugacy of Time Series

Poznaj metody testowania sprzężenia topologicznego szeregów czasowych i ich zastosowania w analizie danych.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Banach Center

Testing for Finite Variance in Time Series and Its Time-Frequency Representations

Explore finite variance testing in time series and time-frequency representations, with applications to vibration signals from rotating machines.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Topics in Mathematics with Applications in Finance

2 reviews

The purpose of the class is to expose students to the mathematical concepts and techniques used in the financial industry. Mathematics lectures are mixed with lectures illustrating the corresponding application in the financial industry.

• MIT OpenCourseWare
• 32 hours
• On-Demand
• Free Video

Predictive Data Analysis

Explore powerful predictive analysis tools in Power BI Desktop, covering classification, regression, and forecasting. Gain hands-on experience with various datasets to make critical organizational decisions.

• Udacity
• 4 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Basic $TSLA Financial Data Handling in Pandas

Master Python data analysis by manipulating Tesla stock data with Pandas - from loading financial datasets to creating visualizations and filtering time series data for meaningful market insights.

• CodeSignal
• On-Demand
• Free Certificate

Preparing Financial Data for Machine Learning

Master essential techniques for preparing financial time series data through feature engineering, scaling, and proper train-test splitting to build effective machine learning models for stock price prediction.

• CodeSignal
• On-Demand
• Free Certificate

Data Transformation Techniques in Pandas

Master data transformation in Pandas through hands-on practice with categorical data, datetime operations, sorting techniques, and pivot tables for effective data analysis and manipulation.

• CodeSignal
• On-Demand
• Free Certificate

Microcredential

Journey into Data Science with Python

Master Python-based data science essentials, from NumPy and Pandas to machine learning, through hands-on projects with real datasets like Titanic and airline data. Build practical skills in visualization, preprocessing, and predictive modeling.

• CodeSignal
• On-Demand
• Free Certificate
• 7 courses

Microcredential

Intro to Machine Learning in Trading with $TSLA

Dive into financial data analysis and machine learning techniques using Tesla stock data to build predictive trading models and make data-driven investment decisions.

• CodeSignal
• On-Demand
• Free Certificate
• 4 courses

AI for Data Analytics

Master data analysis automation using AI tools for collecting, preprocessing, analyzing, and visualizing data - all with minimal coding requirements. Learn practical applications across finance, marketing, and healthcare domains.

• Noble Desktop
• On-Demand
• Paid Course

Data Science Decisions in Time: Using Data Effectively

Learn to make optimal decisions using data streams, from simple to complex, covering Wald's model, Thompson sampling, change points, Markov chains, and Markov decision processes for effective data analysis and decision-making.

• Coursera
• 1 day 1 hour 10 minutes
• On-Demand
• Free Online Course (Audit)