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Streamlit Python Course: Build a Machine Learning App to Predict Cancer 121gamers 9 Views • 2 years ago

Welcome to this Streamlit Python tutorial, where we will dive into creating an interactive machine-learning web application using the Streamlit framework! In this comprehensive project-based course, you'll learn how to build a machine-learning dashboard to predict whether a cell cluster is benign or malignant using Python and Streamlit. This tutorial is perfect for beginners, experienced developers, and data scientists looking to learn how to create powerful machine-learning projects that integrate with web applications.

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🔥 Useful links:
- Github project: https://github.com/alejandro-a....o/streamlit-cancer-p
- Blog post: https://alejandro-ao.com/posts..../data-science/stream

💬 Join the Discord Help Server - https://link.alejandro-ao.com/HrFKZn
❤️ Buy me a coffee... or a beer (thanks): https://link.alejandro-ao.com/l83gNq
✉️ Join the mail list: https://link.alejandro-ao.com/AIIguB
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🚀 What you'll learn in this tutorial:

How to create a Streamlit dashboard
Training a logistic regression model for machine learning
Visualizing data using Plotly
Displaying predictions based on user input
Creating an AI full-stack app using Python

In this video tutorial, we train a logistic regression model using machine learning in Python. We will be using a dataset to predict whether a cell cluster is benign or malignant. Once our model is ready, we will integrate it into a Streamlit application that runs in the web browser. You'll see how easy it is to create an interactive dashboard using Streamlit and Python!

Next, we will visualize our data using Plotly to create informative and interactive charts. These visualizations will help users understand the predictions made by our machine-learning model. We'll then display the predictions based on the user's input, making our dashboard not only visually appealing but also highly functional.

Throughout the tutorial, we'll explore various techniques and best practices used by experts like Nicholas Renotte and Patrick Loeber. This Streamlit tutorial is an excellent resource for data science dashboard projects and a great way to learn how to create a machine learning app.

By the end of this course, you will have created an AI full-stack app using Python, Streamlit, and machine learning. You'll be ready to tackle your own machine-learning projects and create amazing data science dashboards!

Don't forget to like, comment, and subscribe to stay updated with more tutorials and projects in machine learning, data science, and web app development!

⏰ Timestamps
0:00 Intro
2:56 Download the data
6:23 Project setup
8:21 Clean the data
14:00 Train the model
21:06 Test the model
26:39 Export the model and scaler
32:33 Create the Streamlit app
38:48 Create the layout
44:18 Add the sidebar inputs
58:52 Create the chart
1:17:22 Scale the values for chart
1:25:30 Display the predictions
1:39:08 Add custom CSS
1:52:00 Deploy your app

🎯 Keywords: Streamlit Python, Streamlit Tutorial, Streamlit Dashboard, Machine Learning Python, Machine Learning App Tutorial, Python App, Machine Learning Projects, Machine Learning Projects for Beginners, Nicholas Renotte, Patrick Loeber, AI App, AI Full-Stack App, Data Science Dashboard, Data Science Dashboard Projects

#python #streamlit #MachineLearning #DataScience

GEORGE EZRA - GREEN GREEN GRASS | Live Acoustic Performance on Blue Peter | CBBC 121gamers 9 Views • 9 months ago

SUBSCRIBE TO THE BLUE PETER YOUTUBE CHANNEL HERE - https://bit.ly/3hNvZjR

The incredible George Ezra came in to the Blue Peter studio and performed his new song Green Green Grass. This is the official music video from the studio of his appearance on Friday 29th April 2022!

Here are the lyrics:

Well she moves like lightning
And she counts to three
Then she turns out all the lights
And says she's coming for me
Now put your hands up
This is a heist
And there's no one in here living
Gonna make it out alive
Load it up when the sun comes down
Getaway car for two young lovers
Me and the girl straight out of town
Over the hills and undercover
Undercover, undercover
She said
Green green grass, blue blue sky
You better throw a party on the day that I die
Green green grass, blue blue sky
You better throw a party on the day that I die
We go together, Adam and Eve
But the girl is so much more than just another apple thief
Yeah, she's a genius (genius), watch and learn
How she sets the world on fire just to watch the sucker burn
Load it up when the sun comes down
Getaway car for two young lovers
Me and the girl straight out of town
Over the hills and undercover
Undercover, undercover
She said
Green green grass, blue blue sky
You better throw a party on the day that I die
Green green grass, blue blue sky
You better throw a party on the day that I die
Throw a party (yeah), throw a party, yeah
Throw a party (woo), on the day that I die
Throw a party (hey), throw a party, yeah
Throw a party, on the day that I die
Load it up when the sun comes down
Getaway car for two young lovers
Me and the girl straight out of town
Over the hills and undercover
Undercover, undercover
She said
Green green grass, blue blue sky
You better throw a party on the day that I die
Green green grass, blue blue sky
You better throw a party on the day that I die
Green green grass, blue blue sky
You better throw a party on the day that I die
Green green grass, blue blue sky
You better throw a party on the day that I die

WATCH MORE BLUE PETER ON BBC IPLAYER, HERE - https://www.bbc.co.uk/iplayer/....episodes/b006md2v/bl

Blue Peter is the longest running children’s television programme IN THE WORLD!

See our presenters Richie Driss, Mwaksy, Adam Beales and, of course, Henry the Dog doing brilliant things live from our studio in Salford Quays and on location around the world!

Here you’ll find all your favourite celebrities and performers, colossal Blue Peter challenges, clever ways to create (how tos, tutorials, makes and bakes) and of course we’ll be featuring content inspired by our 8 brilliant badges – the blue badge, silver badge, green badge, fan club badge, music badge, sport badge, orange badge and our prestigious gold badge.

Check out Blue Peter each week, Friday live at 5pm on CBBC and catch it any time on BBC iPlayer.

#BluePeter #GeorgeEzra #GreenGreenGrass

George Ezra - Leaving It Up to You (Official Video) 121gamers 9 Views • 9 months ago

George Ezra - Leaving It Up To You (Official Video)
Stream and download here: https://GeorgeEzra.lnk.to/BestOfAY
Subscribe to George Ezra’s YouTube channel: https://GeorgeEzra.lnk.to/YouTube_SubscribeAY

WATCH BUDAPEST MUSIC VIDEO ► https://GeorgeEzra.lnk.to/VideosAY/youtube
WATCH PARADISE MUSIC VIDEO ► https://GeorgeEzra.lnk.to/VideosAY/youtube2
WATCH LISTEN TO THE MAN MUSIC VIDEO ► https://GeorgeEzra.lnk.to/VideosAY/youtube3
WATCH SHOTGUN LYRIC VIDEO ► https://GeorgeEzra.lnk.to/VideosAY/youtube4

Follow George Ezra:
Official website - https://www.georgeezra.com
Facebook - https://www.facebook.com/georgeezramusic
Twitter - https://twitter.com/george_ezra
Instagram - https://www.instagram.com/george_ezra

#GeorgeEzra #LeavingItUpToYou #GeorgeEzraLeavingItUpToYou #GeorgeEzraOfficial #GeorgeEzraMusic #LeavingItUpToYouMusicVideo #GeorgeEzraOfficialVideo #GeorgeEzraEssentials #GeorgeEzraTopTracks #BestOfGeorgeEzra #WantedOnVoyage #GeorgeEzraWantedOnVoyage #StayingAtTamaras

Lyrics

I walk past the buildings of an architect's un-imagination
Returning to the venue where we had that very first conversation
To see you again, to be your friend, to hold you in my mind

And I arrived there early and as always you swanned in much later
As if nothing had ever changed, you nod at me and order your double mixer
To see you again, to be your friend, to hold you in my mind

Leaving it up, leaving it up, leaving it up
Leaving it up to you
Leaving it up, leaving it up, leaving it up
Leaving it up to you

And I've been told your new playmate's successful and he's handsome and he's charming
It's a damn good job, he isn't here or I may have wind up harming your darling
To see you again, to be your friend, to hold you in my mind

Leaving it up, leaving it up, leaving it up
Leaving it up to youLeaving it up, leaving it up, leaving it up
Leaving it up to youLeaving it up, leaving it up, leaving it up
Leaving it up to youLeaving it up, leaving it up, leaving it up
Leaving it up to you

We laughing and we joking like we always, always used to
Too rudely interrupted by your half-wit of a boyfriend who tries to call you
To see you again, to be your friend, to hold you in his mind

Leaving it up, leaving it up, leaving it up
Leaving it up to you
Leaving it up, leaving it up, leaving it up
Leaving it up to you
Leaving it up, leaving it up, leaving it up
Leaving it up to you
Leaving it up, leaving it up, leaving it up
Leaving it up to you
Leaving it up, leaving it up, leaving it up
Leaving it up to you
Leaving it up, leaving it up, leaving it up
Leaving it up to you

George Ezra - Drawing Board (Official Audio) 121gamers 9 Views • 9 months ago

George Ezra - Drawing Board (Official Audio)
Stream and download here: https://GeorgeEzra.lnk.to/BestOfAY
Subscribe to George Ezra’s YouTube channel: https://GeorgeEzra.lnk.to/YouTube_SubscribeAY

WATCH BUDAPEST MUSIC VIDEO ► https://GeorgeEzra.lnk.to/VideosAY/youtube
WATCH PARADISE MUSIC VIDEO ► https://GeorgeEzra.lnk.to/VideosAY/youtube2
WATCH LISTEN TO THE MAN MUSIC VIDEO ► https://GeorgeEzra.lnk.to/VideosAY/youtube3
WATCH SHOTGUN LYRIC VIDEO ► https://GeorgeEzra.lnk.to/VideosAY/youtube4

Follow George Ezra:
Official website - https://www.georgeezra.com
Facebook - https://www.facebook.com/georgeezramusic
Twitter - https://twitter.com/george_ezra
Instagram - https://www.instagram.com/george_ezra

#GeorgeEzra #DrawingBoard #GeorgeEzraDrawingBoard #GeorgeEzraOfficial #GeorgeEzraMusic #DrawingBoardOfficialAudio #GeorgeEzraOfficialVideo #GeorgeEzraEssentials #GeorgeEzraTopTracks #BestOfGeorgeEzra #GeorgeEzraAlbum #WantedOnVoyage #GeorgeEzraWantedOnVoyage #StayingAtTamaras

Lyrics

I'll fill your pillow case up with snakes
The man eating kind
Though you call your self a woman
I doubt it they would mind
Oh mind
Oh mind

There's just one problem with my plan,
You spend your nights with another man
No you don't rest your head with mine no more
I've gotta take my plot back to the drawing board
Oh my, oh
Oh, my
Oh, my, my

Oh lately, I'm a heart ache
I've a desperate plan in hand
So I'm a blue-print in the sand
Oh my

You mentioned taking a holiday
And I recalled you couldn't swim
So I booked us scuba diving
Off the North coast of Belgium
Oh my
Oh my

And I drew an image in my head
Of you sinking just like lead
But I never found you washed up on the shore
I've gotta take my plot back to the drawing board
Oh my, oh
Oh, oh, my
Oh, my, my

Oh lately, I'm a heart ache
I've a desperate plan in hand
So I'm a blue-print in the sand
Oh my

Oh, I'm the one you seldom came to see
Oh, I was hidden
Oh, I've been busy working on my scheme
Oh, to teach you how to hurt

You said you needed a haircut
I recommended Mr. Todd
Of all the men in this big bad world
He's perfect for the job
Oh my, oh
Oh, oh, my
Oh, my, my

Oh lately, I'm a heart ache
I've a desperate plan in hand
So I'm a blue-print in the sand

Oh lately, I'm a heart ache
I've a desperate plan in hand
So I'm a blue-print in the sand

Oh lately, I'm a heart ache
And I haven't seen you since
So now I'm praying that you're mince
Oh my

Step Out And Possess The Land (Full Sermon) | Joseph Prince | Gospel Partner Episode 121gamers 9 Views • 2 years ago

Are you waiting for your breakthrough to come? Wonder where God’s blessing is in your life? What if I told you that the breakthrough or blessing you are looking forward to is already there for you to take?

About Gospel Partner
Gospel Partner is a publishing house committed to advancing the gospel of grace. Our mission is to find ways to make Jesus-centered, grace-based teaching resources completely free for those who cannot afford them.

If you would like to join us in this global publishing mission reaching over 150 nations, and receive access to more than 1,000 sermons by Joseph Prince, visit: https://www.gospelpartner.com/

Here are other ways you can support the mission:
• Become a supporter on Patreon: https://www.patreon.com/OfficialGospelPartner
• Become a supporter on Buy Me A Coffee: https://www.buymeacoffee.com/gospelpartner

Through any of these ways above, you will be supporting our ongoing commitment and publishing mission to (1) accelerate our content development work, (2) support the innovation of our technology, and (3) make more resources available for free to people in need. Do note that as we are a publishing house with a focus to advance the Gospel through resources, we do not accept tithes, offerings, and donations.

About this episode
You are watching the sermon, Step Out And Possess The Land, preached on Sep 15, 2024 by Joseph Prince.

This episode was made free on YouTube because of the support of our gospel partners. Thank you for partnering with us!

Chapters
0:00 In Today's Gospel Partner Episode...
0:40 01 Introduction: This is your heavenly reality
10:31 02 Are you listening to your spirit man?
18:07 03 The Lord is always protecting you and your loved ones
25:23 04 Grace does not mean laziness
34:43 05 God is giving but are you taking?
50:31 06 Lessons from the tribe of Asher
1:02 07 Have faith to possess your inheritance in Christ!
1:13:55 08 How much you believe determines how much you'll receive
1:24:10 09 Salvation prayer & prayer of blessing

Going through a challenging time? Request a free e-copy of No More Fear for yourself or a loved one here: https://www.gospelpartner.com/nomorefear.

Sign up for our Gospel Partner newsletter & get access to a FREE MASTERCLASS ON SLEEP: https://www.gospelpartner.com/nomorefear

If you are dealing with a health challenge, we are believing with you for your breakthrough, and we speak the Lord’s healing over you. As you stand in faith for your complete healing, be sure to practice both faith and wisdom. Be sure to consult a qualified medical practitioner or healthcare provider regarding your health status, and do not, on your own accord, disregard any professional medical advice or stop taking your medication. We are praying for you and look forward to hearing your praise report!

Check out the brand-new daily experience on the Joseph Prince App. Download now: https://www.josephprince.com/app

Subscribe and be the first to know when a Gospel Partner episode is released: https://www.youtube.com/c/Jose....phPrinceOnline?sub_c

You can also find us at:
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https://instagram.com/JosephPrince

#gospelpartner #josephprince #2024sermon