Analyze Data to Answer Questions

 What you'll learnDiscuss the importance of organizing your data before analysis with references to sorts and filtersDemonstrate an understanding of what is involved in the conversion and formatting of dataApply the use of functions and...

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Go Beyond the Numbers: Translate Data into Insights

 What you'll learnApply the exploratory data analysis (EDA) processExplore the benefits of structuring and cleaning dataInvestigate raw data using PythonCreate data visualizations using Tableau There are 5 modules in this courseThis...

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Decisions, Decisions: Dashboards and Reports

 What you'll learnDesign BI visualizationsPractice using BI reporting and dashboard toolsCreate presentations to share key BI insights with stakeholdersDevelop professional materials for your job searchThere are 6 modules in this courseYou’re...

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Ask Questions to Make Data-Driven Decisions

 What you'll learnExplain how each step of the problem-solving road map contributes to common analysis scenarios.Discuss the use of data in the decision-making process.Demonstrate the use of spreadsheets to complete basic tasks of the...

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Google Data Analytics Capstone: Complete a Case Study

 What you'll learnDifferentiate between a capstone, case study, and a portfolioIdentify the key features and attributes of a completed case studyApply the practices and procedures associated with the data analysis process to a given set...

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Foundations: Data, Data, Everywhere

 What you'll learnDefine and explain key concepts involved in data analytics including data, data analysis, and data ecosystemConduct an analytical thinking self assessment giving specific examples of the application of analytical thinkingDiscuss...

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Google Business Intelligence Professional Certificate

 What you'll learnExplore the roles of business intelligence (BI) professionals within an organizationPractice data modeling and extract, transform, load (ETL) processes that meet organizational goals Design data visualizations that...

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Foundations of Data Science

 What you'll learnUnderstand common careers and industries that use advanced data analyticsInvestigate the impact data analysis can have on decision-makingExplain how data professionals preserve data privacy and ethics Develop a project...

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Google Cybersecurity Professional Certificate

 What you'll learnUnderstand the importance of cybersecurity practices and their impact for organizations.Identify common risks, threats, and vulnerabilities, as well as techniques to mitigate them.Protect networks, devices, people, and...

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Free Courses from Cisco

 Free Courses from Cisco 1. Cybersecurity Operations Fundamentals Specialization2. Introduction to Network Automation3. Security Operations Center (SOC)4. Network Automation Engineering Fundamentals Specialization5. Network Security6....

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Machine Learning with Apache Spark (Free Course)

 What you'll learnDescribe ML, explain its role in data engineering, summarize generative AI, discuss Spark's uses, and analyze ML pipelines and model persistence. Evaluate ML models, distinguish between regression, classification,...

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Data Science Coding Challenge: Loan Default Prediction (Free Project)

 ObjectivesLoad, clean, analyze, process, and visualize data using Python and Jupyter NotebooksProduce an end-to-end machine learning prediction model using Python and Jupyter NotebooksSkills you’ll demonstrateData ScienceData AnalysisPython...

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Machine Learning with Python

 What you'll learnDescribe the various types of Machine Learning algorithms and when to use them  Compare and contrast linear classification methods including multiclass prediction, support vector machines, and logistic regression  Write...

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Python Coding challenge - Day 70 | What is the output of the following Python code?

 a == c: This checks if the values of a and c are equal. The values of both lists are [1, 2, 3], so a == c is True.a is c: This checks if a and c refer to the exact same object. As mentioned before, although the values of the lists are...

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result = max(-0.0, 0.0) print(result)

result = max(-0.0, 0.0) print(result)The correct explanation is that in Python, -0.0 and 0.0 are considered equal, and the max() function does not distinguish between them based on sign. When you use max(-0.0, 0.0), the result will be the number with the higher magnitude, regardless of its sign. In this case, both -0.0 and 0.0 have the same magnitude,...

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round(3 / 2) round(5 / 2)

 The round() function is used to round a number to the nearest integer. Let's calculate the results:round(3 / 2) is equal to round(1.5), and when rounded to the nearest integer, it becomes 2.round(5 / 2) is equal to round(2.5), and when rounded to the nearest integer, it becomes 2.So, the results are:round(3 / 2) equals 2.round(5 / 2) equals 2.Why...

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The most difficult Python questions:

What is the Global Interpreter Lock (GIL)? Why is it important?Define self in Python?What is pickling and unpickling in Python?How do you reverse a list in Python?What does break and continue do in Python?Can break and continue be used together?Explain generators vs iterators.How do you access a module written in Python from C?What is the difference...

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Python: Lists vs. Tuples vs. Sets vs. Dictionaries

 lists, tuples, sets, and dictionaries in Python based on various characteristics:Mutability:Lists: Mutable. You can modify, add, or remove elements after creation.Tuples: Immutable. Once created, elements cannot be changed.Sets: Mutable....

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IBM Full Stack Software Developer Professional Certificate

 Prepare for a career as a full stack developer. Gain the in-demand skills and hands-on experience to get job-ready in less than 4 months. No prior experience required.What you'll learnMaster the most up-to-date practical skills and tools...

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Object-Oriented Python: Inheritance and Encapsulation

 What you'll learnHow to architect larger programs using object-oriented principlesRe-use parts of classes using inheritanceEncapsulate relevant information and methods in a classThere are 4 modules in this courseCode and run your first...

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Python Coding challenge - Day 69 | What is the output of the following Python code?

 The above code of the list my_list using slicing and assigns a new set of values [7, 8, 9] to the sliced portion. Here's a step-by-step breakdown:my_list = [1, 2, 3, 4, 5]This initializes a list with the values [1, 2, 3, 4, 5].my_list[1:3]...

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Python Coding challenge - Day 68 | What is the output of the following Python code?

 The expression 3 * 2 ** 3 involves exponentiation and multiplication. The exponentiation operator ** has higher precedence than multiplication.Let's break it down step by step:3. 2∗∗32∗∗3 is 2×2×22×2×2, which equals 88.4. 3×83×8 is 2424.So,...

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Do you know the reason ?

 The all function returns True if all elements of the iterable are true (or if the iterable is empty). If any element is false, it returns False.In the case of an empty iterable, such as an empty list ([]), the all function returns True...

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A simple Python code for checking whether a given number is prime or not

 def is_prime(number):    # Check if the number is less than 2    if number < 2:        return False        # Check for factors from 2 to the square root of the number ...

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Count number of files and directories

 import os# Path IN which we have to count files and directoriesPATH = 'E:\elements'   # Give your path herefileCount = 0dirCount = 0for root, dirs, files in os.walk(PATH):    print('Looking in:',root)   ...

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Introduction to Python

 What you'll learnUses of PythonPython variables and inputPython Decisions and LoopingAbout this Guided ProjectLearning Python gives the programmer a wide variety of career paths to choose from. Python is an open-source (free) programming...

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Understanding Basic SQL Syntax

 What you'll learnIdentify and use correct syntax when writing SQL retrieval queries.Learn, practice, and apply job-ready skills in less than 2 hoursReceive training from industry expertsGain hands-on experience solving real-world job...

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Python Coding challenge - Day 67 | What is the output of the following Python code?

 In Python, the True Boolean value is equivalent to the integer 1, and False is equivalent to 0. Therefore, when you multiply True by any number, it's like multiplying 1 by that number.In this code: print(True * 10)It will output 10 because...

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Successful Algorithmic Trading halls-moore (PDF)

 Introduction to the Book1.1 Introduction to QuantStartQuantStart was founded by Michael Halls-Moore, in 2010, to help junior quantitative analysts(QAs) find jobs in the tough economic climate. Since then the site has evolved to become...

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