Search result for Machine learning in finance Online Courses & Certifications
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Machine Learning
by Andrew NgTop Instructor- 4.9
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Approx. 61 hours to complete
Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI)....
AI For Everyone
by Andrew NgTop Instructor- 4.8
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Approx. 7 hours to complete
- What it feels like to build machine learning and data science projects Machine Learning What machine learning can and cannot do More examples of what machine learning can and cannot do Non-technical explanation of deep learning (Part 1, optional) Non-technical explanation of deep learning (Part 2, optional) Workflow of a machine learning project...
Financial Modeling for Algorithmic Trading using Python
by Packt Publishing- 3.9
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12.5 hours on-demand video
Once you are comfortable in analyzing models with Python, you will learn to practically apply them to analyze machine learning models for your own financial data. Mustafa Qamar-ud-Din is a machine learning engineer with over 10 years of experience in the software development industry. He is a specialist in image processing, machine learning and deep learning....
$16.99
Probabilistic Graphical Models 3: Learning
by Daphne Koller- 4.6
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Approx. 66 hours to complete
They are also a foundational tool in formulating many machine learning problems. The course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models. Review of Machine Learning Concepts from Prof. Andrew Ng's Machine Learning Class (Optional) Learning in Parametric Models...
Python & Machine Learning for Financial Analysis
by Dr. Ryan Ahmed, Ph.D., MBA- 4.5
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23 hours on-demand video
In addition, we will cover unsupervised machine learning strategies such as K-Means Clustering and Principal Components Analysis to perform Baking Customer Segmentation or Clustering. Apply machine and deep learning models to solve real-world problems in the banking and finance sectors such as stock prices prediction, security news sentiment analysis, credit card fraud detection, bank customer segmentation, and loan default prediction....
$17.99
Overview of Advanced Methods of Reinforcement Learning in Finance
by Igor Halperin- 3.8
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Approx. 13 hours to complete
In the last course of our specialization, Overview of Advanced Methods of Reinforcement Learning in Finance, we will take a deeper look into topics discussed in our third course, Reinforcement Learning in Finance. Reinforcement Learning and Ptolemy's Epicycles PDEs in Physics and Finance Competitive Market Equilibrium Models in Finance Reinforcement Learning for Optimal Trading and Market Modeling...
How Entrepreneurs in Emerging Markets can master the Blockchain Technology
by Co-Pierre Georg- 4.5
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Approx. 10 hours to complete
In this course, you will gain a thorough understanding of the blockchain and distributed ledger technologies, including an introduction to the necessary foundations in cryptography. The other revolutionary technologies that are changing the world as we speak are artificial intelligence and machine learning. How Entrepreneurs in Emerging Markets can master the Blockchain Technology Machine learning...
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Machine Trading Analysis with Python
by Diego Fernandez- 3.3
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6 hours on-demand video
Become a Machine Trading Analysis Expert and Put Your Knowledge in Practice Learning machine trading analysis is indispensable for finance careers in areas such as computational finance research, computational finance development, and computational finance trading mainly within investment banks and hedge funds. Then, you’ll define target and predictor features for supervised regression machine learning task....
$12.99
Applied Machine Learning with R (Trading Use Case) - 2020
by The Trading Whisperer- 3.7
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5.5 hours on-demand video
Learn the complete quantitative finance workflow and use machine learning algorithms in R to develop trading strategies The course is designed to fully immerse you into the complete quantitative trading/finance workflow, going from hypothesis generation to data preparation, feature engineering and training testing of multiple machine learning algorithms (backtesting). Load the data in R and do data preparation and visualization....
$9.99
機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations
by 林軒田- 4.9
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Approx. 10 hours to complete
Machine learning is the study that allows computers to adaptively improve their performance with experience accumulated from the data observed. Our two sister courses teach the most fundamental algorithmic, theoretical and practical tools that any user of machine learning needs to know. What is Machine Learning Applications of Machine Learning Components of Machine Learning...
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