Python Machine Learning by Example With Real-World Use Cases 4ed 2024 - Liu Y.

Language: English | Format: epub | 2024 | Size: 44.6 MB

Key Features
Discover new and updated content on NLP transformers, PyTorch, and computer vision modeling
Includes a dedicated chapter on best practices and additional best practice tips throughout the book to improve your ML solutions
Implement ML models, such as neural networks and linear and logistic regression, from scratch
Purchase of the print or Kindle book includes a free PDF copy
Book Description
The fourth edition of Python Machine Learning By Example is a comprehensive guide for beginners and experienced machine learning practitioners who want to learn more advanced techniques, such as multimodal modeling. Written by experienced machine learning author and ex-Google machine learning engineer Yuxi (Hayden) Liu, this edition emphasizes best practices, providing invaluable insights for machine learning engineers, data scientists, and analysts.

Explore advanced techniques, including two new chapters on natural language processing transformers with BERT and GPT, and multimodal computer vision models with PyTorch and Hugging Face. You’ll learn key modeling techniques using practical examples, such as predicting stock prices and creating an image search engine.

This hands-on machine learning book navigates through complex challenges, bridging the gap between theoretical understanding and practical application. Elevate your machine learning and deep learning expertise, tackle intricate problems, and unlock the potential of advanced techniques in machine learning with this authoritative guide.

What you will learn
Follow machine learning best practices throughout data preparation and model development
Build and improve image classifiers using convolutional neural networks (CNNs) and transfer learning
Develop and fine-tune neural networks using TensorFlow and PyTorch
Analyze sequence data and make predictions using recurrent neural networks (RNNs), transformers, and CLIP
Build classifiers using support vector machines (SVMs) and boost performance with PCA
Avoid overfitting using regularization, feature selection, and more
Who this book is for
This expanded fourth edition is ideal for data scientists, ML engineers, analysts, and students with Python programming knowledge. The real-world examples, best practices, and code prepare anyone undertaking their first serious ML project.

Table of Contents:

Getting Started with Machine Learning and Python
Building a Movie Recommendation Engine
Predicting Online Ad Click-Through with Tree-Based Algorithms
Predicting Online Ad Click-Through with Logistic Regression
Predicting Stock Prices with Regression Algorithms
Predicting Stock Prices with Artificial Neural Networks
Mining the 20 Newsgroups Dataset with Text Analysis Techniques
Discovering Underlying Topics in the Newsgroups Dataset with Clustering and Topic Modeling
Recognizing Faces with Support Vector Machine
Machine Learning Best Practices
Categorizing Images of Clothing with Convolutional Neural Networks
Making Predictions with Sequences Using Recurrent Neural Networks
Advancing Language Understanding and Generation with Transformer Models
Building An Image Search Engine Using Multimodal Models
Making Decisions in Complex Environments with Reinforcement Learning

[h1]Free Download Philipp Humm - Power of StorySelling Access Links Hight Speed[/h1]

Unlock Philipp Humm's Power of StorySelling and transform your communication skills. Learn to craft compelling stories that captivate, persuade, and drive results. Access now to elevate your storytelling game!

[h2]In this program you'll learn:[/h2]

✔️ Complete access to the Power of StorySelling
✔️ 6 easy-to-follow training modules with 23 in-depth video lessons



✔️ Very practical with 16 exercises
✔️ 43-page workbook
✔️ A copy of The StorySelling Method
✔️ Certificate of achievement

[h3]Plus 3 Exclusive Bonuses:[/h3]
? Bonus 1: 7 advanced storytelling techniques
? Bonus 2: Swipe file with 20 captivating sales stories
? Bonus 3: Become a StorySelling Ambassador



Sales Page

Tracklist:
01 – Lonely Christmas Eve
02 – Bring Back My Cadillac
03 – Christmas Boogie (One Little Kiss)
04 – Merry Christmas, Baby
05 – Santa Claus Is Back In Town
06 – Christmas Date Blues
07 – Hello Christmas
08 – Lonesome Christmas
09 – O Holy Night
10 – Merry Christmas, Baby (Alternate Take)
11 – God Rest Ye Merry, Gentlemen
12 – You Know It’s Christmas
13 – Christmas Comes But Once A Year
14 – O Holy Night (Orchestra Rendition)
15 – God Rest Ye Merry, Gentlemen (Irish Rendition)

Release Name: Joe Bonamassa – Lonely Christmas Eve (2024)
Size: 129.6 MB
Genre: Blues Rock
Quality: 320Kbps

Download:

Tracklist:
01 – BYE BYE
02 – The Candy House
03 – I Don’t Miss My Mind
04 – I’m A Man
05 – Trophies
06 – It’s Dark Inside
07 – Psychedelic Orgasm
08 – Tree House
09 – Shelf Warmer
10 – The Believers
11 – Dream Dollar
12 – Bangin’ on the Freeway (Bonus Track)
13 – ECRP (Bonus Track)

Release Name: Kim Gordon – The Collective (Deluxe Edition) (2024)
Size: 110.1 MB
Genre: Indie Rock
Quality: 320Kbps

Download:

Plot: A grief-stricken Native American woman investigates the legend of the Lady of the Lake, determined to unravel its mysteries after her brother’s tragic demise.

Genre: Thriller
IMDB Rating: 8.2/10 From 27 Users
Rotten Rating: N/A
Metacritic Rating: N/A
Directed by: Maria Capp
Starring: Seth Gilliam , Nia Sioux , Emery Kelly

Release Name: The.Lady.Of.The.Lake.2024.WEB.H264-RBB
Size: 727MB
Video: MP4 | 720×400 | 1 003 kb/s | 23.976 FPS
Audio: English | AAC | 162 kb/s
Runtime: 1 h 26 min

Download:

Tracklist:
01 – Supernova
02 – Glory In Stories
03 – Humble Beginnings
04 – My Lips Silenced
05 – Surreal
06 – First Sight
07 – The Big City
08 – In The Heart
09 – Sky Castles
10 – Burnt A Picture
11 – Runway

Release Name: Paul White – Peace In Chaos (2024)
Size: 81.2 MB
Genre: Electronic
Quality: 320Kbps

Download:

Tracklist:
01 – Life Simplified
02 – Alice
03 – Cookie Thief
04 – Casablanca
05 – Your Pulse is Quick
06 – The Operation
07 – Never Better
08 – Some of Us Are Out Here Drowning
09 – Scars
10 – Alice vs Monty
11 – Alice Runs a Bath
12 – Blonde Alice Arise
13 – Protecting My Primary User
14 – The Hospital, Pt. 1
15 – The Hospital, Pt. 2
16 – The Hospital, Pt. 3
17 – Family

Release Name: Jed Palmer – Subservience (Original Motion Picture Soundtrack) (2024)
Size: 88.8 MB
Genre: Soundtrack
Quality: 320Kbps

Download:

Tracklist:
01 – Another Dimension
02 – Deep Inside
03 – Utopia (feat. Abagar Quartet)
04 – Healing
05 – Venom
06 – The Advocate

Release Name: CamelPhat – B-Sides (2024)
Size: 76.4 MB
Genre: Electronic
Quality: 320Kbps

Download:

Tracklist:
01 – The Art Of Letting Go
02 – Say What You Will
03 – Mr. Downside
04 – Miss You When You’re Gone
05 – Behind The Veil
06 – Saving Face
07 – Eternal Lullaby
08 – Nothing More To Gain
09 – Dead To Rights
10 – How The Story Ends

Release Name: Myles Kennedy – The Art Of Letting Go (2024)
Size: 107 MB
Genre: Rock
Quality: 320Kbps

Download:

Tracklist:
01 – Chipping Away
02 – Another Day In Babylon
03 – Don’t Go Talking Yourself Out Of This One
04 – In the Garden
05 – Golden State of Mind
06 – Dharma Baby
07 – Time To Wake Up
08 – Come My Way
09 – All At Once
10 – Star Sufer
11 – Talking With Your Eyes Closed
12 – Rise & Shine
13 – Pale Ale Eyes
14 – Careful What You Wish For
15 – If It Takes Forever
16 – Wood Canoe

Release Name: Brett Dennen – If It Takes Forever (2024)
Size: 138.5 MB
Genre: Folk
Quality: 320Kbps

Download: