Forwarded from Python Projects
#ML_Project: 0001 ——— Model to Detect Fraudulent Activities
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Task: Using k-means clustering, you can build a model to detect fraudulent activities. K-means clustering is an unsupervised Machine learning algorithm. It separates the observations into k number of clusters based on the similar patterns in the data.
Dataset: Enron email dataset
Enron Email Dataset is famous in natural language processing. It has more than 500K emails of over 150 users. The size of the data is around 432Mb. Out of 150 users, most are the senior management of Enron.
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#python #machineLearning #projects #datasets #kMeans
🎯 FORWARD IF YOU LIKE IT 🎯
Task: Using k-means clustering, you can build a model to detect fraudulent activities. K-means clustering is an unsupervised Machine learning algorithm. It separates the observations into k number of clusters based on the similar patterns in the data.
Dataset: Enron email dataset
Enron Email Dataset is famous in natural language processing. It has more than 500K emails of over 150 users. The size of the data is around 432Mb. Out of 150 users, most are the senior management of Enron.
««« Discuss your solution @python_programmers_club and proper solutions will be added to our Github page »»»
««« Click here for the Solution »»»
🔥Ready to take this challenge? 🔥
#python #machineLearning #projects #datasets #kMeans
Forwarded from Python Projects
*
#ML_Project: 0002 ——— 🎯 FORWARD IF YOU LIKE IT 🎯
Build a Chatbot
Task: You can build a chatbot or understand the working of a chatbot by twisting and expanding the data with your observations. To build a Chatbot of your own, you need to have a good knowledge of Natural language processing concepts.
Dataset: Chatbot Intents Dataset
The Chatbot dataset is a JSON file that has disparate tags like goodbye, greetings, pharmacy_search, hospital_search, etc. Every tag has a list of patterns that a user can ask, and the chatbot will respond according to that pattern. The dataset is perfect for understanding how chatbot data works.
Reference: Click here
««« Discuss your solution @python_programmers_club and proper solutions will be added to our Github page »»»
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🔥Ready to take this challenge? 🔥
#python #machineLearning #projects #datasets #kMeans
#ML_Project: 0002 ——— 🎯 FORWARD IF YOU LIKE IT 🎯
Build a Chatbot
Task: You can build a chatbot or understand the working of a chatbot by twisting and expanding the data with your observations. To build a Chatbot of your own, you need to have a good knowledge of Natural language processing concepts.
Dataset: Chatbot Intents Dataset
The Chatbot dataset is a JSON file that has disparate tags like goodbye, greetings, pharmacy_search, hospital_search, etc. Every tag has a list of patterns that a user can ask, and the chatbot will respond according to that pattern. The dataset is perfect for understanding how chatbot data works.
Reference: Click here
««« Discuss your solution @python_programmers_club and proper solutions will be added to our Github page »»»
««« Click here for the Solution »»»
🔥Ready to take this challenge? 🔥
#python #machineLearning #projects #datasets #kMeans
GitHub
katana-assistant/mlbackend/intents.json at master · katanaml/katana-assistant
Text based assistant powered by Machine Learning and NLP - katanaml/katana-assistant
Forwarded from Python Questions
Consider the following sequence of statements:
n = 300
m = n Following execution of these statements, Python has created how many objects and how many references?
n = 300
m = n Following execution of these statements, Python has created how many objects and how many references?
Anonymous Quiz
19%
Two objects, two references
35%
One object, two references
29%
Two objects, one reference
17%
One object, one reference
Forwarded from Python Projects
#PracticeCode: 0026
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Task:
Given a day of the week encoded as 0=Sun, 1=Mon, 2=Tue, ...6=Sat, and a boolean indicating if we are on vacation, return a string of the form "7:00" indicating when the alarm clock should ring. Weekdays, the alarm should be "7:00" and on the weekend it should be "10:00". Unless we are on vacation -- then on weekdays it should be "10:00" and weekends it should be "off".
Sample :-
input → weekday = 1 , vacation = False
output → '7:00'
input → weekday = 5 , vacation = False
output → '7:00'
input → weekday = 0 , vacation = False
output → '10:00'
GOOD LUCK!
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#python #practiceCode #samples #interviewQuestions #conditions
🎯 FORWARD IF YOU LIKE IT 🎯
Task:
Given a day of the week encoded as 0=Sun, 1=Mon, 2=Tue, ...6=Sat, and a boolean indicating if we are on vacation, return a string of the form "7:00" indicating when the alarm clock should ring. Weekdays, the alarm should be "7:00" and on the weekend it should be "10:00". Unless we are on vacation -- then on weekdays it should be "10:00" and weekends it should be "off".
Sample :-
input → weekday = 1 , vacation = False
output → '7:00'
input → weekday = 5 , vacation = False
output → '7:00'
input → weekday = 0 , vacation = False
output → '10:00'
GOOD LUCK!
««« Discuss your solution @python_programmers_club and proper solutions will be added to our Github page »»»
««« Click here for the Solution »»»
🔥Ready to take this challenge? 🔥
#python #practiceCode #samples #interviewQuestions #conditions
Forwarded from Python Questions
What Python built-in function returns the unique number assigned to an object:
Anonymous Quiz
13%
refnum()
24%
identity()
50%
id()
13%
ref()
.
Data Science Essentials - By Microsoft
Explore data visualization and exploration concepts with experts from MIT and Microsoft, and get an introduction to machine learning.
🔥 Free Training 🔥 —————— Pay only if you want a certificate
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Data Science Essentials - By Microsoft
Explore data visualization and exploration concepts with experts from MIT and Microsoft, and get an introduction to machine learning.
🔥 Free Training 🔥 —————— Pay only if you want a certificate
#DataScience #tutorial #beginners #free #Course