Image Recognition for Beginners using CNN in R Studio

Rating ⭐️: 4.3 out of 5
Duration ⏰: 11 hours on-demand video
Students 👨‍🏫: 76,420
Created by: Start-Tech Academy

What you will learn:
⭐️Get a solid understanding of Convolutional Neural Networks (CNN) and Deep Learning
⭐️Build an end-to-end Image recognition project in R
⭐️Learn usage of Keras and Tensorflow libraries
⭐️Use Artificial Neural Networks (ANN) to make predictions


🔗 Course link

Note: Free coupon is inserted in URL. Courses are FREE FOR FIRST 1000 enrollments

#ai #ml #neural_networks #machine_learning #data_science #deep_learning
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ARTIFICIAL INTELLIGENCE FOR BEGINNERS
Azure Cloud Advocates at Microsoft are pleased to offer a 12-week, 24-lesson curriculum all about Artificial Intelligence.

In this curriculum, you will learn:

⭐️Different approaches to Artificial Intelligence, including the "good old" symbolic approach with Knowledge Representation and reasoning (GOFAI).

⭐️Neural Networks and Deep Learning, which are at the core of modern AI. It illustrates the concepts behind these important topics using code in two of the most popular frameworks - TensorFlow and PyTorch.

⭐️Neural Architectures for working with images and text. It covers recent models but may lack a little bit on the state-of-the-art.

⭐️Less popular AI approaches, such as Genetic Algorithms and Multi-Agent Systems.

Course Link

#ai #ml #neural_networks #machine_learning #data_science #deep_learning
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Machine Learning Engineer Learning Path
Course Link
Hey there!!
Check out this Machine Learning Course from Google.
Here's what you can learn from it.
👌A Tour of Google Cloud Hands-on Labs
👌Google Cloud Big Data and Machine Learning Fundamentals
👌How Google Does Machine Learning
👌Launching into Machine Learning
👌TensorFlow on Google Cloud
👌Feature Engineering
👌Machine Learning in the Enterprise
👌Production Machine Learning Systems
😃And a lot of interesting machine learning topics
Course Link

#ai #ml #neural_networks #machine_learning #data_science #deep_learning
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FREE UDEMY COURSES

Artificial Neural Networks (ANN) with Keras in Python and R

Rating ⭐️: 4.3 out of 5
Duration ⏰: 11 hours on-demand video
Students 👨‍🏫: 153,510
Created by: Star Tech Academy

🔗 Course link

Marketing Analytics: Forecasting Models with Excel

Rating ⭐️: 4.5 out of 5
Duration ⏰: 7 hours on-demand video
Students 👨‍🏫: 134, 539
Created by: Star Tech Academy

🔗 Course link

Decision Trees, Random Forests, Bagging & XGBoost: R Studio

Rating ⭐️: 4.6 out of 5
Duration ⏰: 6 hours on-demand video
Students 👨‍🏫: 60,768
Created by: Star Tech Academy

🔗 Course link

#machine_learning l #datascience #datanalysis #neural_networks #deep_learning #ai #python

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FREE DATA SCIENCE, MACHINE LEARNING AND DEEP LEARNING COURSES WITH CERTIFICATES

1) Data Science 101
Rating ⭐️: 5.6k+
Duration ⏰: 3 hours on-demand video
Course Link : Enroll Now

2) Deep Learning Fundamentals
Rating ⭐️: 5.6k+
Duration ⏰: 3 hours on-demand video
Course Link : Enroll Now

3) Game-playing AI with Swift for TensorFlow (S4TF)
Rating ⭐️: 20
Duration ⏰:4 hours of on-demand video
Course Link: Enroll Now

4) Introduction to Machine Learning with Sound
Rating ⭐️: 17.1k+
Duration ⏰: 4 hours of on-demand video
Course Link: Enroll Now

#machine_learning #datascience #datanalysis #neural_networks #deep_learning #ai #python

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TENSORFLOW FREE LEARNING RESOURCES

1) Hello, TensorFlow!
Building and training your first TensorFlow graph from the ground up.
COURSE LINK: Click Me
Source: O reily

2) Intro to TensorFlow for Deep Learning
This course is a practical approach to deep learning for software developers
Course Link: Click Me
Source: Udacity

3) Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
Course Link: Click Me
Source: Coursera

4) Get Started With TensorFlow
Course Link: Click Me
Source: TensorFlow

5) Tensorflow | Tensorflow Tutorial For Beginners | Intellipaat
Course Link: Click Me
Source: Intellipaat

6) Practical Machine Learning with Tensorflow
Course is jointly offered by Google and IIT Madras. After this course, the students will be able to build ML models using Tensorflow.
Course Link: Click Me
Source: NPTEL

7) TensorFlow Full Course
Course Link: Click Me
Source: Simplilearn

#machine_learning #datascience #datanalysis #neural_networks #deep_learning #ai #python

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Learn PyTorch for Deep Learning

Pytorch is a popular framework for doing Machine Learning in Python. You can use it to build data models, then ask questions of those models. If you're interested in Data Science, and know a bit of Python, this course is a solid place to start your journey. You'll code along at home as you learn about Datasets, Neural Networks, Computer Vision, and more.

Course Link

#machine_learning #datascience #datanalysis #neural_networks #deep_learning #ai #python

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Fast.AI Practical Deep Learning Course!!!
This super amazing😱 free course😍 is designed for people with some coding experience who want to learn how to apply deep learning and machine learning to practical problems🤩.

Here's what you will be learning from this course😉:
😇Build and train deep learning models for computer vision, natural language processing, tabular analysis, and collaborative filtering problems
😇Create random forests and regression models
😇Deploy models
😇Use PyTorch, the world’s fastest growing deep learning software, plus popular libraries like fastai and Hugging Face

Course Link

#machine_learning #datascience #datanalysis #neural_networks #deep_learning #ai #python

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Introduction to Neural Networks and Deep Learning Course

Expand your knowledge and skills in Neural Networks and Deep Learning with this online free course. Build and train deep neural networks for industry-related problems using key calculations that underlie deep learning

#machine_learning #datascience #datanalysis #neural_networks #deep_learning #ai #pythoasks.

Course Link

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Udacity Artificial Intelligence Course

Here's an interesting course where you’ll learn the basics and applications of AI, including: machine learning, probabilistic reasoning, robotics, computer vision, and natural language processing.

Course Link: Enroll Now

#machine_learning #datascience #datanalysis #neural_networks #deep_learning #ai #python

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Introduction to Tensorflow and Keras

Enroll in this TensorFlow and Keras course to gain in-depth knowledge of TensorFlow, Keras, Neural Networks, and CNN. Learn to solve Deep Learning problems through sample demonstrations.

Course Link

#machine_learning #datascience #datanalysis #neural_networks #deep_learning #ai #python

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Online Learning With Amazon

Amazon is now offering these free courses on its online learning platform.
If you get access to any of these courses before the 9th of December, you will have free access to those courses purchased until April 2023.
If you find any of these courses interesting, you can check out other courses for free on their platform before Dec 9.

1) The Elements of Data Science | Machine Learning Online Course | AWS Training & Certification
🔗 Course Link:

2) Data Analytics Fundamentals | Data Analytics (BigData) Online Course | AWS Training & Certification
🔗 Course Link:

3) Math for Machine Learning | Machine Learning Online Course | AWS Training & Certification
🔗 Course Link:

4) Machine Learning for Business Challenges | Machine Learning Online Course | AWS Training & Certification
🔗 Course Link:

5) Linear and Logistic Regression | Machine Learning Online Course | AWS Training & Certification
🔗 Course Link:

6) Machine Learning for Leaders | Machine Learning Online Course | AWS Training & Certification
🔗 Course Link:

7) Data Science Capstone: Real World ML Decisions | Machine Learning Online Course | AWS Training & Certification
🔗 Course Link

8) Computer Vision with GluonCV | Machine Learning Online Course | AWS Training & Certification
🔗 Course Link

#data_science #datascience #Amazon #data_analysis #machine_learning

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500+ AI, Machine learning, Deep learning ,Computer vision, NLP Projects with code

Creator: ashishpatel26
Stars ⭐️: 10.7K
Forked By: 3.2K
GitHub Repo: Link

#data_science #deep_learning #nlp #data_analysis #machine_learning #computer_vision #ai #neural_networks

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Free Machine Learning Courses

Machine Learning with Python: Zero to GBMs
🎬 Watch hands-on coding-focused video tutorials
🧮 Practice coding with cloud Jupyter notebooks
💻 Build an end-to-end real-world course project
📜 Earn a verified certificate of accomplishment
📊 You will solve 2 coding assignments & build a course project where you'll train ML models using a large real-world datasets
🔗 Course Link

MIT RES.LL-005 Mathematics of Machine Learning and Big Data, IAP 2020
🎬 20 video lesson
Duration ⏰: 14 hours worth of material
🏃‍♂️ Self paced
Source: MIT open courseware
🔗 Course Link

Introduction to Machine Learning, IIT Kharagpur
🆓 Free Online Course
💻 44 Lecture Videos
🏃‍♂️ Self paced
Teacher 👨‍🏫 : Prof. S. Sarkar
🔗 Course Link

Machine Learning Crash Course
🧮 30+ Exercises
⏰ 15 hours
💻 Real-world case studies
📜 Lectures from Google researchers
📊 Interactive visualizations
🔗 Course Link

FOUNDATIONS OF MACHINE LEARNING
by Bloomberg
Understand the Concepts, Techniques and Mathematical Frameworks Used by Experts in Machine Learning
🎬 30 video lessons with slides
⏰ 28 hours
🔗 Course Link

Introduction to Machine Learning (Fall 2020)
By Massachusetts Institute of Technology, MIT
🎬 Video Lectures
⏰ Length: 13 weeks
🏃‍♂️ Self paced
Source: MIT
🔗 Course link

Introduction to Machine Learning Problem Framing
By Google
⏰ Length: 1 hour
🏃‍♂️ Self paced
Source: Google
🔗 Course link

Undergraduate Machine Learning (Nando de Freitas/University of British Columbia)
Author: prof Nando de Freitas
🎬 33 lessons
⏰ 21 hours
🏃‍♂️ Self paced
Source: YouTube
🔗 Course link

Stanford CS224W course on graph ML
A legendary Stanford CS224W course on graph ML now releases videos on YouTube for 2021
🎬 60 Videos
⏰ 30h
🔗 Course link

Books
Mathematics for Machine Learning
Approaching (Almost) Any Machine Learning Problem
Machine Learning

GitHub Repositories
Machine Learning University: Accelerated Natural Language Processing Class
Hands on ML notebook series
Machine learning cheat sheet with code

Article
Machine Learning is Fun!

#Machine_Learning
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😱Twitter Recommendation Algorithm: Source Code🤩

Twitter knows you better than you think😉. Its recommendation algorithm analyzes your every move on the platform to curate a feed that is tailor-made for you.

From trending topics to tweets from your favorite accounts, it's all about what you want to see. With the power of machine learning, Twitter's recommendation algorithm is always evolving, ensuring that you never miss out on the latest buzz😎.

Here's the source code to the recommendation algorithm
Github⭐️: Link

Looking for an introduction on how the algorithm works😎
SEARCH NO MORE!!

#recommendation_engine #algorithm #twitter #machine_learning
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Data Science Interview Resource

Looking to ace that Data Science Interview?

This resource got you covered 👌

It covers a wide range of topics from machine learning and deep learning to probability and statistics , python and SQL .

Link

Happy Learning 😃

#deep_learning #machine_learning #Data_Science #interview

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⭐️ 15 Best Machine Learning Cheat Sheet ⭐️

1- Supervised Learning

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-supervised-learning.pdf

2- Unsupervised Learning

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-unsupervised-learning.pdf

3- Deep Learning

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-deep-learning.pdf

4- Machine Learning Tips and Tricks

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-machine-learning-tips-and-tricks.pdf

5- Probabilities and Statistics

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/refresher-probabilities-statistics.pdf

6- Comprehensive Stanford Master Cheat Sheet

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/super-cheatsheet-machine-learning.pdf

7- Linear Algebra and Calculus

https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/refresher-algebra-calculus.pdf

8- Data Science Cheat Sheet

https://s3.amazonaws.com/assets.datacamp.com/blog_assets/PythonForDataScience.pdf

9- Keras Cheat Sheet

https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Keras_Cheat_Sheet_Python.pdf

10- Deep Learning with Keras Cheat Sheet

https://github.com/rstudio/cheatsheets/raw/master/keras.pdf

11- Visual Guide to Neural Network Infrastructures

http://www.asimovinstitute.org/wp-content/uploads/2016/09/neuralnetworks.png

12- Skicit-Learn Python Cheat Sheet

https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Scikit_Learn_Cheat_Sheet_Python.pdf

13- Scikit-learn Cheat Sheet: Choosing the Right Estimator

https://scikit-learn.org/stable/tutorial/machine_learning_map/

14- Tensorflow Cheat Sheet

https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Tensorflow.pdf

15- Machine Learning Test Cheat Sheet

https://www.cheatography.com/lulu-0012/cheat-sheets/test-ml/pdf/

#machine_learning #deep_learning #scikit-learn #keras
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Data Science Projects - Data Analysis & Machine Learning

Learn how to build Data Science Projects with Python. Classification, Time-Series and NLP Projects. Not for beginners.

Rating ⭐️: 4.8 out 5
Students 👨‍🎓 : 5,201
Duration ⏰ : 1hr 44min on-demand video
Created by 👨‍🏫: Onur Baltacı

🔗 Course Link


#Projects #Data_Analysis #Machine_Learning #Data_Science
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Artificial Neural Network for Regression

Rating ⭐️: 4.6 out of 5
Duration ⏰: 1hr 11min on-demand video
Students 👨‍🏫: 49,827
Created by: Hadelin de Ponteves, SuperDataScience Team, Ligency Team

🔗 Course link


#ai #ml #neural_networks #machine_learning #data_science #regression
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The Top 5 Machine Learning Libraries in Python

A Gentle Introduction to the Top Python Libraries used in Applied Machine Learning

Rating ⭐️: 4.4 out 5
Students 👨‍🎓 : 103,885
Duration ⏰ : 1hr 27min of on-demand video
Created by 👨‍🏫: Mike West

🔗 Course Link


#Python #Libraries #Machine_Learning #programming
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