Python With Machine Learning Online Training | Session 1

Publicado em: 09 Fevereiro 2021
no canal de: SK Trainings

🔥𝐏𝐲𝐭𝐡𝐨𝐧 𝐖𝐢𝐭𝐡 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐂𝐨𝐮𝐫𝐬𝐞 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 🔥

🔴𝐓𝐨 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐀 𝐅𝐫𝐞𝐞 𝐃𝐞𝐦𝐨 : 𝐡𝐭𝐭𝐩𝐬://𝐬𝐤𝐭𝐫𝐚𝐢𝐧𝐢𝐧𝐠𝐬.𝐜𝐨𝐦/𝐩𝐲𝐭𝐡𝐨𝐧-𝐭𝐫𝐚𝐢𝐧𝐢𝐧𝐠

-------- 𝐏𝐲𝐭𝐡𝐨𝐧 𝐖𝐢𝐭𝐡 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐂𝐨𝐮𝐫𝐬𝐞 𝐒𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞 --------

🌕𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐏𝐲𝐭𝐡𝐨𝐧 𝐟𝐨𝐫 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬
⏩Data Structures in Python
⏩Control Structures and Functions
⏩Object Oriented Programming
⏩Data Analysis using Pandas
⏩Getting Data in Python
⏩Manipulating Data in Python
⏩Introduction to Data Visualization
⏩Visualizations in Python using MATPLOTLIB

🌕𝐄𝐱𝐩𝐥𝐨𝐫𝐚𝐭𝐨𝐫𝐲 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬
⏩Univariate and Segmented Univariate Analysis
⏩Multivariate Analysis
⏩Deriving new Variables

🌕𝐁𝐚𝐬𝐢𝐜 𝐌𝐚𝐭𝐡𝐞𝐦𝐚𝐭𝐢𝐜𝐬 𝐟𝐨𝐫 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬
⏩Linear Algebra
⏩Application of Linear Algebra
⏩Linear Regression
⏩Naive Bayes
⏩Logistic Regression
⏩Clustering
⏩Dimensionality Reduction
⏩Support Vector Machies
⏩Decision Trees
⏩Ensembles

🌕𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠
⏩Getting started with NLTK, Basics of Text Processing
⏩Lexical Processing
⏩Synatax Analysis
⏩Semantic Analysis

🌕𝐍𝐚𝐭𝐮𝐫𝐚𝐥 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠
⏩Information flow in a Neural Network
⏩Training a Neura Network
⏩Convolutional Neural Network
⏩Recurrent Neural Networks
⏩Creating and deploying networks using Tensorflow and Keras
⏩Neural Networks and Deep Learning

🌕𝐑𝐞𝐢𝐧𝐟𝐨𝐫𝐜𝐞𝐦𝐞𝐧𝐭 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠
⏩Introduction to Reinforcement Learning, Finite MDPS
⏩Exact Methods
⏩Approximate Methods

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