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Title: GitHub - anuraghcoder23/Truffle: Helping you kickstart your AI journey! :electron:

Open Graph Title: GitHub - anuraghcoder23/Truffle: Helping you kickstart your AI journey! :electron:

X Title: GitHub - anuraghcoder23/Truffle: Helping you kickstart your AI journey! :electron:

Description: Helping you kickstart your AI journey! :electron: - anuraghcoder23/Truffle

Open Graph Description: Helping you kickstart your AI journey! :electron: - anuraghcoder23/Truffle

X Description: Helping you kickstart your AI journey! :electron: - anuraghcoder23/Truffle

Opengraph URL: https://github.com/anuraghcoder23/Truffle

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https://github.com/aibits-dxb
https://patch-diff.githubusercontent.com/anuraghcoder23/Truffle#project-truffle
https://patch-diff.githubusercontent.com/anuraghcoder23/Truffle#clearing-the-confusion-ai-vs-ml-vs-dl
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https://patch-diff.githubusercontent.com/anuraghcoder23/Truffle#evolution-of-ai
https://github.com/aibits-dxb/Truffle/blob/main/Drizzle/Pictures/Evolution.jpg
https://patch-diff.githubusercontent.com/anuraghcoder23/Truffle#-table-of-contents
Programming Languageshttps://patch-diff.githubusercontent.com/anuraghcoder23/Truffle/blob/main/Ganache/Languages
Integrated Development Environments (IDEs)https://patch-diff.githubusercontent.com/anuraghcoder23/Truffle/blob/main/Ganache/IDEs
Python Librarieshttps://patch-diff.githubusercontent.com/anuraghcoder23/Truffle/blob/main/Ganache/Libraries
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https://patch-diff.githubusercontent.com/anuraghcoder23/Truffle#-overview-of-machine-learning
https://camo.githubusercontent.com/4701c9c90446b9297cd5085bd515cce98383b2215561992e333857d25e195cd3/68747470733a2f2f776f726473747265616d2d66696c65732d70726f642e73332e616d617a6f6e6177732e636f6d2f733366732d7075626c69632f6d616368696e652d6c6561726e696e672e706e67
Importing the datasethttps://towardsdatascience.com/data-handling-using-pandas-machine-learning-in-real-life-be76a697418c
Missing Datahttp://scikit-learn.org/stable/modules/impute.html
Categorical Datahttp://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.OneHotEncoder.html
Splitting the dataset into Training and Test Sethttp://scikit-learn.org/stable/modules/generated/sklearn.model_selection.train_test_split.html
Feature Scalinghttp://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html
Simple Linear Regressionhttp://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html
Multi-Linear Regressionhttp://scikit-learn.org/stable/modules/linear_model.html
Polynomial Regressionhttps://towardsdatascience.com/polynomial-regression-with-scikit-learn-what-you-should-know-bed9d3296f2
SVRhttp://scikit-learn.org/stable/modules/generated/sklearn.svm.SVR.html
Desicion Treehttp://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeRegressor.html
Random Foresthttp://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestRegressor.html
Logistic Classificationhttp://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html
K-Nearest Neigborshttp://scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsClassifier.html
Support Vector Machinehttp://scikit-learn.org/stable/modules/svm.html
Kernel SVMhttp://scikit-learn.org/stable/auto_examples/svm/plot_svm_kernels.html
Naive Bayeshttp://scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.GaussianNB.html
Desicion Treehttp://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html
Random Foresthttps://scikit-learn.org/0.15/modules/generated/sklearn.ensemble.RandomForestClassifier.html
K-Means Clusteringhttp://scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html
Hierarchical Clusteringhttp://scikit-learn.org/stable/modules/clustering.html
Apriorihttps://www.geeksforgeeks.org/implementing-apriori-algorithm-in-python/
Eclathttps://www.geeksforgeeks.org/ml-eclat-algorithm/
Upper Confidence Bound (UCB)https://towardsdatascience.com/multi-armed-bandits-upper-confidence-bound-algorithms-with-python-code-a977728f0e2d
Thompson Samplinghttps://visualstudiomagazine.com/articles/2019/06/01/thompson-sampling.aspx
Artificial Neural Networkshttp://scikit-learn.org/stable/modules/neural_networks_supervised.html
Convolutional Neural Networkhttps://www.datacamp.com/community/tutorials/convolutional-neural-networks-python
Principal Component Analysis (PCA)http://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html
Linear Discriminant Analysis (LDA)http://scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html
Kernal PCAhttp://scikit-learn.org/stable/modules/generated/sklearn.decomposition.KernelPCA.html
K-Fold Cross Validationhttp://scikit-learn.org/stable/modules/generated/sklearn.model_selection.KFold.html
Grid Searchhttp://scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html
XG-Boosthttps://www.kaggle.com/stuarthallows/using-xgboost-with-scikit-learn
https://patch-diff.githubusercontent.com/anuraghcoder23/Truffle#️-roadmaps
Data Science Roadmaphttps://i.am.ai/roadmap/#data-science-roadmap
Machine Learning Roadmaphttps://i.am.ai/roadmap/#machine-learning-roadmap
Deep Learning Roadmaphttps://i.am.ai/roadmap/#deep-learning-roadmap
Data Engineer Roadmaphttps://i.am.ai/roadmap/#data-engineer-roadmap
Big Data Engineer Roadmaphttps://i.am.ai/roadmap/#big-data-engineer-roadmap
https://patch-diff.githubusercontent.com/anuraghcoder23/Truffle#-higher-degrees
Best Master's Programshttps://patch-diff.githubusercontent.com/anuraghcoder23/Truffle/blob/main/Ganache/Masters
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https://patch-diff.githubusercontent.com/anuraghcoder23/Truffle#-artificial-intelligence-ai-salaries-heading-skyward
Artificial intelligencehttps://en.wikipedia.org/wiki/Artificial_intelligence
herehttps://pub.towardsai.net/artificial-intelligence-salaries-heading-skyward-e41b2a7bba7d
1. Machine Learninghttps://en.wikipedia.org/wiki/Machine_learning
2. Pythonhttps://en.wikipedia.org/wiki/Python_(programming_language)
3. Statisticshttps://en.wikipedia.org/wiki/Statistical_learning_theory
4. Data Sciencehttps://en.wikipedia.org/wiki/Data_science
5. Hadoophttps://en.wikipedia.org/wiki/Apache_Hadoop
6. Big Datahttps://en.wikipedia.org/wiki/Big_data
7. Javahttps://en.wikipedia.org/wiki/Java_(programming_language)
8. Data Mininghttps://en.wikipedia.org/wiki/Data_mining
9. Sparkhttps://en.wikipedia.org/wiki/Apache_Spark
10. Rhttps://en.wikipedia.org/wiki/R_(programming_language)
https://patch-diff.githubusercontent.com/anuraghcoder23/Truffle#️-contribution-guidelines
herehttps://patch-diff.githubusercontent.com/anuraghcoder23/Truffle/blob/main/CONTRIBUTING.md
https://patch-diff.githubusercontent.com/anuraghcoder23/Truffle#-code-of-conduct
herehttps://patch-diff.githubusercontent.com/anuraghcoder23/Truffle/blob/main/Code_Of_Conduct.md
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