Learn Machine Learning Community
About
I believe one thing which is learning by sharing. I learned a lot from the community and this is the time I should give it back. So I started a community to share my knowledge regarding machine learning and related domains. This community has around 250000+ ML enthusiasts who are willing to learn. Because of this community, I learned a lot and shared a lot.
You can find my community on Linkedin, Instagram, Telegram, Youtube.
We do accept donations (mail me to learn more about this) which can help us to manage things. Thank you.
Content
Artificial Intelligence
- What The F*ck is AI
- All You Need To Know About Artificial Intelligence
- Arificial Intelligence Applications
- Learn How Machines Learn
- Artificial Intelligence For Social Good
- Biased Artificial Intelligence
- Difference Between AI/ ML/ DS/ DL
- Doing Crimes Using Arificial Intelligence
- Is Your Job At Rist Because Of AI
- What If AI Takes Over The World
- When Artificial Intelligence Fails
- When Artificial Intelligence Meets Internet Of Things (IoT)
- Learn How AI Makes Us Social Media Addictive
Data Preprocessing
- 10+ Data Visualization Techniques
- Build Your Know Word2vec Using Gensim
- Data Augmentation Techniques Using Tensorflow
- Things To Keep In Mind While Collecting Data
- Different Things To Do in Data PreProcessing Step
- Dealing With Categorical Data
- Different Encoding Techniques For Categorical Data
- Feature Scaling
- Fixing Imbalanced Dataset
- Handling Missing Data
- Lemmatization And Stemming
- Learn More About Outliers
- Remove Stop Words
- Test, Train, Validation Dataset
- Learn More About TF-IDF
- Treating Imbalanced Data
- Treating Missing Values
- What EDA Techniques For What
- Why Data Cleaning Is So Important
Data Science
- Data Science Project LifeCycle
- Data Science Project Steps
- Data Science Skillset
- Data Science Toolkit
- Data Scientist Skills
- Every Data Scientist Should Know All These
- Find A Data Science Mentor
- Different Job Roles In Data Science
- Most Popular Data Science Programs and Courses
- Statistician vs Data Scientist
- Steps Involved In A Data Science Project
- The Data Science Of Hierarchy Of Needs
- Beginner Mistakes To Avoid As A Data Scientist
- What Does Really Data Scientists Do
- Top Data Science Usecases
- Mistakes To Avoid As a Data Scientist
- You Should Not Become A Data Scientist
Deep Learning
- What The F*ck Is Deep Learning
- Why Deep Learning
- What is Artificial Neural Networks
- What Is A Perceptron
- What Is Multi Layered Perceptron
- Learn How Feed Forward Network Works
- Limitations Of Perceptrons
- Dropout Methods For Deep Learning
- Simple Introduction To GANS
- Deep Learning Applications
- How To Hack Neural Networks
- Best Deep Learning Laptops
- NLP Pipeline
- Different Sota Models And Datasets
- Spend Less Time On Data Annotation
Deep Learning Applications
- Convert Images To Toonify Images
- Detect Deep Fake Videos
- Learn How Machine Translation Works
- Learn How Object Detection Works
- Convert Black And White Images To Color
- Convert Images To Cartoon Using White Box Cartoonization
- Learn How Facial Recognition Works
- Learn How Human Pose Estimation Works
- Learn How Text To Speech Works
- Technical Guide to GPT-3
- Text Classification Using BERT
- Create Images From Text Using OpenAI DALL-E
Interview Questions
- 100+ Machine Learning Interview Questions And Answers
- 10 Best Coding Websites
- 10 Most Asked Puzzles In A Data Science Interview
- 1 Page Resume For Data Science
- Mistakes To Avoid During Interviews
- Ace Data Science Hackathons
- Best Websites To Find Data Science Jobs
- Data Structures And Algorithms
- Get An Interview Opeertunity Through Linkedin
- Get A Job At Top MNCs PArt - 1
- Get A Job At Top MNCs PArt - 2
- Google Data Science Interview Questions
- Most Asked Data Science And Algorithms Interview Questions
- Reasons For Failing In Machine Learning Interviews
- Tips For Data Science Jobs
- Why Machine Learning Courses Fails To GEt You A Job
Learning Paths
- Data Scientist Path
- Machine Learning Path
- Computer Vision Path
- Deep Learning Path
- Path To Become A Machine Learning Expert
- Self Taught Data Scientist
Machine Learning Algorithms
- What The F*ck Is Machine Learning
- 11 Machine Learning Algorithms You Should Know
- Learn How Machine Learning Algorithms Works
- Machine Learning Algorithms
- Machine Learning Algorithms Explained In 10 Minutes
- Linear Regression In Detail
- Logistic Regression In Detail
- Naive Bayes In Detail
- Polynomial Regression
- Support Vector Machines In Detail
- K Nearest Neighbors In Detail
- Decision Trees In Detail
- Random Forest In Detail
- Gradient Boost In Detail
- XGBoost In Detail
- Stacking Ensembles In Detail
- Light Gradient Boosting In detail
- CatBoost In Detail
- Cascading Ensemble In Detail
- Adaboost In Detail
- K Means Clustering In detail
- K Means + + In Detail
- K Medoids In Detail
- Hierarchical Clustering In Detail
- DBScan In Detail
- Learn How To Approach Any Machine Learning Problem
- Machine Learning Algorithms Expectations
- Machine Learning Terms You Should Know
- Next Big Thing In Machine Learning
Machine Learning Important Things
- 38+ Performance Metrics
- 9 Machine Learning End To End Project Steps
- Machine Learning Academia vs Industry
- Machine Learning In Browser Using TensorFlow JS
- Best And Worst Cases Of MAchine Learning Algorithms
- Bias Variance Tradeoff
- Data Leakage In Machine Learning
- Different Loss Functions
- Different Performance Metrics
- Machine Learning Without Data
- Different Methods To Avoid Overfitting
- Model Performance on Test And Train Data
- Steps To Consider While Applying Machine Learning Algorithms
- What Is Loss Function
- Different Distance Measures In Machine Learning
- Feature Scaling In Machine Learning (Normalization And Standardization
- Increase Your Dataset Size
- Fit And Evaluate All Machine Learning Models In One Line Of Code
- Starting your First Machine Learning Project
Machine Learning Miscellaneous
- 2 Different Ways To Learn Machine Learning
- 5 Different Types Of Learning
- 9 Machine Learning End To End Project Steps
- Learn How Google Is Using Machine Learning
- Why Machine Learning For CyberSecurity
- Different Types Of Learning Algorithms
- End To End Project Steps
- Learn How Facebook Is Using Machine Learning
- Learn How PubG Is Using Machine Learning
- Machine Learning In Your Everyday Life
- Main Challenges Of Machine Learning
- Online Learning And Batch Learning
- Stay Focused On Learning Machine Learning Everyday
- Tips For Beginners To Learn Machine Learning
- What Is Statistical Learning
- What Makes A Good Machine Learning Engineer
- When To Use Machine Learning
- Learn How AI Is Used For Web Development
- Learn How Machine Learning Is Used In Astronomy
- Learn How Machine Learning Can Help Women
- Why Python For Machine Learning
Math
- Why Probability And Statistics Are Important
- Dimensionality Reduction
- Calculus
- Curse Of Dimensionality
- Gradient Descent
- Linear Algebra
- Math For Data Science
- PCA In Detail
- Statistics And Probability
- T-SNE In Detail
- Why Linear Algebra For Machine Learning
- What is Dimensionality Reduction
Project Ideas
- 50 Python Project Ideas
- AI ML Startup Ideas
- Build A Perfect AI Based Project
- Computer Vision Project Ideas
- GANS Based Project Ideas
- Mobile APP Ideas Using Machine Learning
- Project Ideas With Code Part - 1
- Project Ideas With Code Part - 2
- Python Project Ideas
Learning Resources
- 100 Days Of Machine Learning Code With Resources
- 100 Days Of Deep Learning Code With Resources
- 5 Free Courses To Learn Deep Learning
- 5 Free Courses To Learn NLP
- 8 Best Python Books
- Top Resources To Follow
- Complete Machine Learning Resources
- Dataset Search Engines
- Machine Learning Javascript Libraries
- Must Read Data Science Books
- My Favourite Free Learning Resources
- Python Libraries For Robotics
- Top Deep Learning Frameworks
- Top Math Related Youtube Channels
- Most Popular Machine Learning Courses
Miscellaneous
- Avoid These Coding Mistakes
- How To Buy Or Build A Perfect Laptop
- Why Competitive Programming
- Creating Tensors With TensorFlow
- Datasets Released By Google
- Everything About AutoML
- Get Started With OpenSource
- Google Dataset Search Engine
- How To Start Programming
- Jupyter Notebook Tips And Tricks
- Keras vs TensorFlow
- Start Your Kaggle Journey
- Top Masters Programs In Machine Learning
- Why Kaggle
- Must Have Jupyter Notebook Extensions
Model Deployment
MLOPS
- Learn How A/B Testing Works
- Difference Between DevOps And MLOps
- Introduction To Machine Learning Operations (MLOPS)
- Machine Learning LifeCycle
- This Is Why Machine Learning Models Fails In Production
- Learn How To Build Machine Learning Pipelines
- Track All Your Machine Learning Models Using MLFOW