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

Rating ⭐️: 4.5 out of 5
Duration ⏰: 11 hours on-demand video
Students 👨‍🏫: 150,528
Created by: Start-Tech Academy

🔗 Course link

Linear Regression and Logistic Regression in Python

Rating ⭐️: 4.6 out of 5
Duration ⏰: 7.5 hours on-demand video
Students 👨‍🏫: 50,422
Created by: Start-Tech Academy

🔗 Course link

Support Vector Machines in Python: SVM Concepts & Code

Rating ⭐️: 4.7 out of 5
Duration ⏰: 6 hours on-demand video
Students 👨‍🏫: 80,685
Created by: Start-Tech Academy

🔗 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
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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
➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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
➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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
➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

FREE UDEMY COURSES

Complete Linear Regression Analysis in Python

Rating ⭐️: 4.5 out of 5
Duration ⏰: 7.5 hours on-demand video
Students 👨‍🏫: 150,747
Created by: Star Tech Academy

🔗 Course link

Data Analytics A-Z with Python

Rating ⭐️: 4.1 out of 5
Duration ⏰: 4 hours on-demand video
Students 👨‍🏫: 56,145
Created by: Yaswanth Sai Palaghat

🔗 Course link

Object Detection Web App with TensorFlow, OpenCV and Flask

Rating ⭐️: 4.6 out of 5
Duration ⏰: 1 hour on-demand video
Students 👨‍🏫: 32,020
Created by: Yaswanth Sai Palaghat

🔗 Course link

Logistic Regression in R Studio

Rating ⭐️: 4.6 out of 5
Duration ⏰: 6 hours on-demand video
Students 👨‍🏫: 82,771
Created by: Star Tech Academy

🔗 Course link

Logistic Regression in Python

Rating ⭐️: 4.3 out of 5
Duration ⏰: 7.5hours on-demand video
Students 👨‍🏫: 95,949
Created by: Star Tech Academy

🔗 Course link

#python #datanalysis #data_science #deep_learning #machinelearning
➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉 Join @datascience_bds for more cool data science materials.
*This channel belongs to the @bigdataspecialist group

DIVE INTO DEEP LEARNING ||d2l.ai

Here's an Interactive deep learning book with code, math, and discussions.

Implemented with PyTorch, NumPy/MXNet, and TensorFlow.

Book Link : https://d2l.ai/

GitHub Repo: https://github.com/d2l-ai/d2l-en

Stars: 15.7K

Forks:3.4K

#deep_learning #pyTorch #numPy #MXNet #TensorFlow #neural_networks

➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

Binary Classification: A Deep Learning Approach

Unlock the power to predict the future with binary classification. This tutorial will guide you through the process of distinguishing between two outcomes using Deep Learning.

Click Me

#deep_learning #classification

➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

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

➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

⭐️ 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
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

1000 Data Science Projects
you can run on the browser with IPython.

Explore from 1000+ ready code templates to kickstart your AI projects
⭐️Classification
⭐️Regression
⭐️Clustering

🔗 Source link

#ai #ml #data_science #deep_learning
➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group

Accelerating Deep Learning with GPUs (Login Required)

Training complex deep learning models with large datasets takes along time. In this course, you will learn how to use accelerated GPU hardware to overcome the scalability problem in deep learning.
You can use accelerated hardware such as Google’s Tensor Processing Unit (TPU) or Nvidia GPU to accelerate your convolutional neural network computations time on the Cloud. These chips are specifically designed to support the training of neural networks, as well as the use of trained networks (inference). Accelerated hardware has recently been proven to significantly reduce training time.

🆓 Free Online Course
Rating⭐️: 4.7 out 5
🎬 video lesson
🏃‍♂️ Self paced
Duration ⏰: More than 7 hours worth of material
Source: cognitiveclass
🔗 Course Link


#deep_Learning
➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖
Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group