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تحميل Data Science and Machine Learning with Python

Programming 2022-04-18

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عدد الدروس 66

قسم Programming

What is Machine Learning in Data Science Machine Learning Tutorial with Python and R Part 1

What is Supervised Machine Learning Machine Learning Tutorial with Python and R Part 2

Anaconda installation with Packages Machine Learning Tutorial with Python and R Part 3

Important libraries used in python Data Science Machine Learning Tutorial with Python and R Part 4

PySpark Tutorial for Beginners | Apache Spark with Python Linear Regression Algorithm

Principle Component Analysis PCA using sklearn and python

Computer Vision using Microsoft Cognitive Services for Images

How to select the best model using cross validation in python

TPR FPR FNR TNR Confusion Matrix

Precision Recall and F1 Score

Artificial Neural Network for Customer s Exit Prediction from Bank

GridSearchCV Select the best hyperparameter for any Classification Model

RandomizedSearchCV Select the best hyperparameter for any Classification Model

K Means Clustering Intuition

Hierarchical Clustering intuition

Complete Life Cycle of a Data Science Project

How we can apply Machine Learning in Finance

Deep Learning in Medical Science

Setting up Raspberry pi 3 B

How to switch your career to Data Science

Linear Regression Mathematical Intuition

Handle Categorical features using Python

DBSCAN Clustering Easily Explained with Implementation

Curse of Dimensionality Easily explained| Machine Learning

Feature Selection Techniques Easily Explained | Machine Learning

Cross Validation using sklearn and python | Machine Learning

Handling Missing Data Easily Explained| Machine Learning

Deploy Machine Learning Model using Flask

Deployment of Deep Learning Model using Flask

How to Visualize Multiple Linear Regression in python

Predicting Heart Disease using Machine Learning

Predicting Lungs Disease using Deep Learning

Stock Sentiment Analysis using News Headlines

Random Forest Bootstrap Aggregation Easily Explained

Voting Classifier Hard Voting and Soft Voting Classifier

Credit Card Fraud Detection using Machine Learning from Kaggle

Hyperparameter Optimization for Xgboost

Tutorial 45 Handling imbalanced Dataset using python Part 1

Tutorial 46 Handling imbalanced Dataset using python Part 2

DNA Sequencing Classifier using Machine Learning

Credit card Risk Assessment using Machine Learning

Why How and When to Scale Features in Machine Learning

How to choose number of hidden layers and nodes in Neural Network

Diabetes Prediction using Machine Learning from Kaggle

How to Read Dataset in Google Colab from Google Drive

Malaria Disease Detection using Deep Learning

Python Application to Track Amazon Product Prices

What is Cross Validation and its types

Train Test Split vs K Fold vs Stratified K fold Cross Validation

My Path on Becoming a Data Scientist Motivation

Complete Life Cycle of a Data Science Project

Step By Step Transition Towards Data Science

What should be your Salary Expectation as a Data Scientist

How to Crack Data Science Interviews Motivations

The Role of Maths in Data Science and How to Learn

Tutorial 42 Ensemble What is Bagging Bootstrap Aggregation

Tutorial 43 Random Forest Classifier and Regressor

Important Tools and Libraries Used By Data Scientist

How To Apply Data Science In Your Domain

Skills Required To Become A Data Analyst and a Data Scientist

How To Become Expertise in Exploratory Data Analysis

How to Prepare For Data Science Interviews

Why and When Should we Perform Feature Normalization

Flask Vs Django and When Should You Use What

Top 5 Python IDEs For Data Science

Perform Web Scraping On Wikipedia Data Science

Programming
2022-04-18