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Discussion
Machine Learning Roadmap
Learning Methods
Supervised Learning Methods
Naive Bayes
Linear Regression
Support Vector Machines
Support Vector Regression
Polynomial Regression
Logistic Regression
k-Nearest Neighbors
Decision Trees
Random Forests
Ensemble Methods
Neural Networks
Feedforward Neural Networks
Convolutional Neural Networks (CNNs)
CNN Architecture
LeNet-5
AlexNet
GoogLeNet
ResNet
Recurrent Neural Networks (RNNs)
Autoencoders
Single-Stacked Autoencoders
Stacked Autoencoders
Sparse Autoencoders
Variational Autoencoders
Contractive Autoencoder (CAE)
Stacked Convolutional Autoencoders
Generative Stochastic Network (GSN)
Winner-Take-All (WTA) Autoencoders
Adversarial Autoencoders
Long-Short Term Memory (LSTM) Cells
Restricted Boltzmann Machines (RBMs)
(Unsupervised) Generative Adversarial Networks (GANs)
Unsupervised Learning Methods
Association Rule Learning
Apriori
Eclat
Clustering
k-Means Clustering
Hierarchical Cluster Analysis
Expectation Maximization
Visualization and Dimensionality Reduction
Principal Component Analysis (PCA)
Kernel PCA
Locally-Linear Embedding (LLE)
t-SNE
Generative Adversarial Networks (GANs)
Other Learning Methods
Reinforcement Learning
Policy Search
AI Gyms
Policy Gradients
Markov Decisions
Temporal Difference
Q-Learning
Semi-Supervised Learning
Self-Supervised Learning
Process
Data Collection
Data Preparation
Exploratory Data Analysis (EDA)
Data Pre-Processing
Feature Encoding
Feature Normalization
Feature Engineering
Feature Selection
Feature Imputation
Dealing with Imbalances
Data Splitting
Training Model
Choosing an Algorithm
Types of Learning
Batch Learning
Online Learning
Transfer Learning
Active Learning
Ensembling
Underfitting
Overfitting
Regularization
Hyperparameter Tuning
Analysis/Evaluation
Evaluation Metrics
Feature Importance
Training/Inference Time/Cost
What-if Tool
Least Confident Examples
Bias/Variance Trade-off
Serving Model
Available Tools
Making Predictions
Retraining Model
Applications
Natural Language Processing (NLP)
Word Embedding
Word2Vec
GloVe
ELMo
BERT
Image Recognition
Sentiment Analysis
Speech Recognition
Deep Learning
Tutorials
Programming
Python
Tutorials
Best Practices
Python Roadmap
1. Computers and Programs
2. Variables and Assignments
3. String Basics
4. Loops
5. If-else Branches
6. Lists
7. User Defined Functions
8. Classes
9. Modules
Skills
Variables
Conditions
Chained Conditionals
Operators
Control Flow (If/else)
Loops and Iterables
Basic Data Structure
Functions
Mutability
Common Methods
File IO
Object Oriented Programming (OOP)
Data Structures
Comprehensions
Lambda Functions
Collections Module
Map & Filter
ARGs & KWARGS
Inheritance
Advanced Class Behavior
Dunder Methods
PIP
Environments
Custom Modules
Async IO
Decorators
Generators
Context Managers
Metaclasses
Concurrency
Parallelism
Testing
Topics
Data Types
Assignment Operators
Commenting
Lists
Sets
Dictionaries
Logical Operators
Loops
Functions
Classes & Objects
Methods
Working with Dates
Working with Files
PIP & Modules
Iterators & Generators
Typecasting
Tuples
Exception Handling
Encapsulation
Data Abstraction
Polymorphism
Environment Variables
Inheritance
Libraries
Numpy
Pandas
Matplotlib
Scikit-Learn
TensorFlow/Keras
PyTorch
Kivy
QT
TKinter
CherryPy
TurboGears
Web2Py
Caffe
DASK
Django
Flask
SciPy
Seaborn
PySpark
R
SQL
Ruby on Rails
Ruby
Vue
Node
Java
React.js
JavaScript
Web Development
HTML
CSS
Mathematics
Calculus
Differential Calculus
Integral Calculus
Linear Algebra
Matrices
Vectors
Probability & Statistics
Probability Distributions
Linear Models
Bayesian Statistics
Multivariate Statistics
Time Series
Sampling
Hypothesis Testing
Algorithms
Data Structures
Search Methods
Sorting
Lists, Stacks, Queues
Lists
Stacks
Queues
Hash Tables, Heaps, Treaps
Hash Tables
Heaps
Treaps
Trees
Binary Trees
AVL Trees
Red-Black Trees
Graphs
Sets and Additional Sorts
B-trees
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