How much knowledge of python is required for Machine learning

Answer 1

To learn machine learning in Python you can start with basic of python. With not much textual content I’d just give you the milestones to learn:

Python FundamentalsLiteralsNumbersStringsPython Data StructuresMutableImmutablePython OOPs conceptStandard Modules like os, sys, math etc.Data Manipulation: NumPyData Manipulation: PandasData Visualisation: Matplotlib, Bokeh, Plotly, seaborn, geoplotli, foliumb (just learn matplotlib then you can experiment with other libraries.)ScipyStatmodelScikit learnLinear RegressionGLMLogistic RegressionClassification algorithmsNaive BayesKNNSVMDecision TreeRandom ForestsUnsupervised learningK - means clusteringPerformance Measurements like ROC, AUC, SMOTE, etc.Dimensionality reduction using PCA, LDATime Series AnalysisRecommender SystemsReinforced Learning

Start slowly and keep up the pace

Answer 2

After you learn machine learning, you'll be able to to create a program to translate Alphin K Sajan 's answer into English.

Answer 3

Sonic lol ...😁😅😅

Answer 4

Instead of focusing on the language itself, I would recommend understanding the theories and concepts of Machine Learning starting from data cleaning, feature extraction techniques (PCA, LDA), traditional ML technique (Linear regression, Logistic regression) to more complicated and modern ML techniques (CNN)