Financial Machine Learning (Foundations and Trends(r) in Finance)

  Financial Machine Learning surveys the nascent literature on machine learning in the study of financial markets. The authors highlight the best examples of what this line of research has to offer and recommend promising directions...

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Python Coding challenge - Day 136 | What is the output of the following Python Code?

 The code creates a list data with elements [1, 2, 3, 4] and then creates a copy of this list called backup_data using the copy() method. After that, it modifies the fourth element of the original data list by setting it to 7. Finally,...

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10-question multiple-choice quiz on Pandas

 1. What is Pandas?a. A data visualization libraryb. A web development frameworkc. A data manipulation libraryd. A machine learning framework2.  What is the primary data structure in Pandas for one-dimensional labeled data?a. Seriesb....

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Python Coding challenge - Day 135 | What is the output of the following Python Code?

 Let's break down the code:from random import *x = [0, 2, 4]print(sample(x, 2))from random import *: This line imports all functions from the random module. This means you can use functions from the random module without prefixing them...

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Word cloud using Python Libraries

 from wordcloud import WordCloudimport matplotlib.pyplot as plt# Read text from a filewith open('cl.txt', 'r', encoding='utf-8') as file:    text = file.read()# Generate word cloudwordcloud = WordCloud(width=800, height=400,...

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Python Coding challenge - Day 134 | What is the output of the following Python Code?

 The above code is a list comprehension in Python. It creates a new list where each element is the cube of the corresponding element in the original list a.Here's the breakdown of the code:a = [-2, -1, 0, 1, 2]: Initializes a list a with...

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Cybersecurity Attack and Defense Fundamentals Specialization

 What you'll learnInformation security threats, vulnerabilities, and attacks.Network security assessment techniques and tools.Computer forensics fundaments, digital evidence, and forensic investigation phases.Join Free: Cybersecurity...

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Cybersecurity: Developing a Program for Your Business Specialization

 Advance your subject-matter expertiseLearn in-demand skills from university and industry expertsMaster a subject or tool with hands-on projectsDevelop a deep understanding of key conceptsEarn a career certificate from University System...

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Enterprise and Infrastructure Security

 Build your subject-matter expertiseThis course is part of the Introduction to Cyber Security SpecializationWhen you enroll in this course, you'll also be enrolled in this Specialization.Learn new concepts from industry expertsGain a foundational...

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Introduction to Python for Cybersecurity

 Build your subject-matter expertiseThis course is part of the Python for Cybersecurity SpecializationWhen you enroll in this course, you'll also be enrolled in this Specialization.Learn new concepts from industry expertsGain a foundational...

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Security Analyst Fundamentals Specialization

 What you'll learnDevelop knowledge in digital forensics, incident response and penetration testing.Advance your knowledge of cybersecurity analyst tools including data and endpoint protection; SIEM; and systems and network fundamentals.  Get...

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Advanced Django: Advanced Django Rest Framework

 What you'll learnOptimize the Django Rest FrameworkIntegrate with ReactJSJoin Free: Advanced Django: Advanced Django Rest FrameworkThere are 4 modules in this courseCode and run Django websites without installing anything!This course...

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Select Topics in Python Specialization

 What you'll learnCreate websites with DjangoCreate charts and plots with Matplotlib and Jupyter notebooksCreate a chatbot with the NLTK libraryJoin Free: Select Topics in Python SpecializationSpecialization - 4 course seriesThis...

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Web Applications and Command-Line Tools for Data Engineering

 What you'll learnConstruct Python Microservices with FastAPIBuild a Command-Line Tool in Python using ClickCompare multiple ways to set up and use a Jupyter notebookJoin Free: Web Applications and Command-Line Tools for Data EngineeringThere...

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Database Engineer Capstone

 What you'll learnBuild a MySQL database solution.Deploy level-up ideas to enhance the scope of a database project.Join Free: Database Engineer CapstoneThere are 4 modules in this courseIn this course you’ll complete a capstone project...

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Web Application Technologies and Django

 What you'll learnExplain the basics of HTTP and how the request-response cycle worksInstall and deploy a simple DJango applicationBuild simple web pages in HTML and style them using CSSExplain the basic operations in SQLJoin Free: Web...

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Python Coding challenge - Day 133 | What is the output of the following Python Code?

 The above code assigns the string '2\t4' to the variable x and then prints the value of x. The string '2\t4' contains the characters '2', '\', 't', and '4'.When you print the value of x, it will display:2\t4The '\t' in the string represents...

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Fundamentals of Machine Learning in Finance

 Build your subject-matter expertiseThis course is part of the Machine Learning and Reinforcement Learning in Finance SpecializationWhen you enroll in this course, you'll also be enrolled in this Specialization.Learn new concepts from...

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Python and Machine Learning for Asset Management

 What you'll learnLearn the principles of supervised and unsupervised machine learning techniques to financial data sets  Understand the basis of logistical regression and ML algorithms for classifying variables into one of two...

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Guided Tour of Machine Learning in Finance

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Python and Machine-Learning for Asset Management with Alternative Data Sets

 What you'll learnLearn what alternative data is and how it is used in financial market applications. Become immersed in current academic and practitioner state-of-the-art research pertaining to alternative data applications.Perform...

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Python for Finance: Beta and Capital Asset Pricing Model

 What you'll learnUnderstand the theory and intuition behind the Capital Asset Pricing Model (CAPM)Calculate Beta and expected returns of securities in pythonPerform interactive data visualization using Plotly ExpressJoin Free: Python...

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Introduction to Python for Civil Engineers: a Beginner’s Guide

 This book serves as a means to bridge the gap between civil engineering and programming skills, with a specific focus on Python. Python is highly regarded among users due to its user-friendly nature, making it applicable in a wide range...

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Python Coding challenge - Day 132 | What is the output of the following Python Code?

 Let's break down the expression:a = Trueb = Falseprint(a == b or not b)a == b: This checks if the value of a is equal to the value of b. In this case, True == False evaluates to False.not b: This negates the value of b. Since b is False,...

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The Amazing Technique of Returning Results in Python Functions

 1. Single Return Value:def add_numbers(a, b):    result = a + b    return result​sum_result = add_numbers(3, 4)print(sum_result)  # Output: 7​#clcoding.com 72. Multiple Return Values:def operate_numbers(a, b): ...

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Box and Whisker plot using Python

 #!/usr/bin/env python# coding: utf-8# # Box and whisker plot using Python # # 1. Matplotlib:# In[1]:import matplotlib.pyplot as plt# Sample datadata = [7, 2, 15, 9, 12, 4, 11, 8, 13, 6]# Create boxplotplt.boxplot(data)# Customize labels...

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Python Coding challenge - Day 131 | What is the output of the following Python Code?

 Let's break down the code step by step:x = 'Monday'In this line, a variable x is assigned the value 'Monday'. The variable x now holds the string 'Monday'.print('Mon' in x)This line uses the print function to output the result of the...

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Computer Architecture

 There are 21 modules in this courseIn this course, you will learn to design the computer architecture of complex modern microprocessors.Join Free: Computer Architect...

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What will be the output after the following statements? x = 'Python Pi Py Pip' print(x.count('p'))

 x = 'Python Pi Py Pip'print(x.count('p'))The code defines a string variable named x and assigns the value 'Python Pi Py Pip' to it. Then, it uses the count() method to count the number of occurrences of the letter 'p' in the string. The...

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Bayesian Analysis with Python - Third Edition: A practical guide to probabilistic modeling

 Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these librariesKey Features:Conduct Bayesian data...

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The Power of Statistics

 What you'll learnExplore and summarize a dataset Use probability distributions to model dataConduct a hypothesis test to identify insights about dataPerform statistical analyses using Python Join Free: The Power of StatisticsThere...

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Automate Cybersecurity Tasks with Python

 What you'll learnExplain how the Python programming language is used in cybersecurityCreate new, user-defined Python functionsUse regular expressions to extract information from textPractice debugging codeJoin Free: Automate Cybersecurity...

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Introduction to Git and GitHub

 What you'll learnUnderstand why version control is a fundamental tool for coding and collaborationInstall and run Git on your local machine Use and interact with GitHub Collaborate with others through remote repositoriesJoin...

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The Nuts and Bolts of Machine Learning

 What you'll learnIdentify characteristics of the different types of machine learning Prepare data for machine learning models Build and evaluate supervised and unsupervised learning models using PythonDemonstrate proper model...

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Regression Analysis: Simplify Complex Data Relationships

 What you'll learnInvestigate relationships in datasetsIdentify regression model assumptions Perform linear and logistic regression using PythonPractice model evaluation and interpretationJoin Free: Regression Analysis: Simplify...

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