Machine Learning Tutorial Using Python in Hindi

Overview

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Embark on a comprehensive machine learning journey with this extensive Hindi-language tutorial using Python. Dive deep into fundamental concepts, explore various algorithms, and gain hands-on experience through practical implementations. Master essential Python libraries like NumPy, Pandas, Matplotlib, and Seaborn for data manipulation and visualization. Progress through data preprocessing, feature engineering, and model development using popular algorithms such as Linear Regression, SVM, Decision Trees, and Random Forests. Apply your knowledge to real-world projects, including house price prediction and cancer detection. Learn deployment techniques using Flask and cloud platforms like Heroku and AWS. Conclude with an introduction to deep learning and advanced computer vision concepts, preparing you for a career in AI and data science.

Syllabus

Machine Learning & Data Science Hands-on Python Course Introduction in Hindi #00.00.
Complete RoadMap To Prepare for Data Science, Machine Learning, Artificial Intelligence in 2021.
Machine Learning Hands-on Python Course in Hindi | Syllabus of Machine Learning #00.01.
Machine Learning Hands-on Python Course in Hindi | Anaconda Navigator, Jupyter Installation #00.02.
Machine Learning Hands-on Python Course in Hindi | What is Machine Learning ? #02.01.
Artificial Intelligence vs Machine Learning vs Deep Learning vs Data Science in Hindi | ML #02.02.
Types of Machine Learning in Artificial Intelligence in Hindi | Machine Learning Course #02.03.
Artificial Intelligence Life Cycle of Machine Learning in Hindi | Machine Learning Course #02.04.
Python NumPy Tutorial in Hindi Part-1 | Machine Learning Hands-on Python Course in Hindi #01.01.01.
Python NumPy Tutorial in Hindi Part 2 | Machine Learning Hands-on Python Course in Hindi #01.01.02.
Python NumPy Tutorial in Hindi Part-3 | Machine Learning Hands-on Python Course in Hindi #01.01.03.
Python NumPy Tutorial in Hindi Part-4 | Machine Learning Hands-on Python Course In Hindi #01.01.04.
Python NumPy Tutorial in Hindi Part-5 | Machine Learning Hands-on Python Course In Hindi #01.01.05.
Python NumPy Array Slicing in Hindi Part-6 | Machine Learning Hands-on Python Course #01.01.06.
Python NumPy Tutorial in Hindi Part-7 | Machine Learning Hands-on Python Course in Hindi #01.01.07.
Python NumPy Tutorial in Hindi part-8 | Machine Learning Hands-on Python Course in Hindi #01.01.08.
NumPy Random | Python NumPy Tutorial in Hindi Part-9 | Machine Learning Tutorial #01.01.09.
Python NumPy Tutorial in Hindi part-10 | Machine Learning Hands-on Python Course in Hindi #01.01.10.
Python Pandas Part-1 in Hindi | Machine Learning Hands-on Python Course in Hindi #01.02.01.
Python Pandas Part-2 | Pandas Series in Hindi | Machine Learning Course in Hindi #01.02.02.
Python Pandas Part-3 | Pandas DataFrame in Hindi | Machine Learning Course in Hindi #01.02.03.
Python Pandas Part-4 | Pandas read_csv File in Hindi (How to) | Machine Learning Course #01.02.04.
Python Pandas Part-5 | Pandas write csv File in Hindi | Machine Learning Course in Hindi #01.02.05.
Python Pandas Part-6 | Pandas Write CSV File in Hindi | Machine Learning Course in Hindi #01.02.06.
Python Pandas Part-7 | Pandas write csv File in Hindi | Machine Learning Course in Hindi #01.02.07.
Python Pandas Part-8 | Handling Missing Values in Python in Hindi | MachineLearning Course #01.02.08.
Python Pandas Part-9 | Handling Missing Values in Python in Hindi | MachineLearning Course #01.02.09.
Python Pandas Part-10 | Handling Missing Values in Python in Hindi | MachineLearningCourse #01.02.10.
Python Pandas Part-11 | Pandas fillna() Method in Hindi | Machine Learning Course in Hindi #01.02.11.
Python Pandas Part-12 | Pandas replace() Function in Hindi | Machine Learning Course #01.02.12.
Python Pandas Part-13 | Pandas interpolate() Function in Hindi | Machine Learning Course #01.02.13.
Python Pandas Part-14 | Pandas interpolate() Function in Hindi | Machine Learning Course #01.02.14.
Python Pandas Part-15 | Pandas loc & iloc Method in Hindi | Machine Learning Course #01.02.15.
Python Pandas Part-16 | Pandas GroupBy Function in Hindi | Machine Learning Course #01.02.16.
Python Pandas in Hindi Part-17 | Pandas Merging Function | Machine Learning Course #01.02.17.
Python Pandas in Hindi Part-18 | Pandas Concat() Function | Machine Learning Course #01.02.18.
Python Pandas in Hindi Part-19 | Pandas Concat() Function #2 | Machine Learning Tutorial #01.02.19.
Python Pandas in Hindi Part-20 | Pandas Join() Method | Machine Learning Tutorial #01.02.20.
Python Pandas in Hindi Part-21 | Pandas Append() Function | Machine Learning Tutorial #01.02.21.
Python Pandas in Hindi Part-22 | Pandas Pivot Table | Machine Learning Tutorial #01.02.22.
Python Pandas in Hindi Part-23 | Pandas Melt() Function | Machine Learning Tutorial #01.02.23.
Python Pandas in Hindi Part-24 | Pandas DatetimeIndex | Machine Learning Tutorial #01.02.24.
Matplotlib Tutorial in Hindi part-1 | Machine Learning Hands-on Python Course in Hindi #01.03.01.
Matplotlib Line Plot | Matplotlib Tutorial in Hindi Part-2 | Machine Learning Tutorial #01.03.2.
Matplotlib Line Plot | Matplotlib Tutorial in Hindi Part-3 | Machine Learning Tutorial #01.03.03.
Matplotlib Histogram | Matplotlib Tutorial in Hindi Part-4 | Machine Learning Tutorial #01.03.04.
Matplotlib Bar Chart | Matplotlib Tutorial in Hindi Part-5 | Machine Learning Tutorial #01.03.05.
Matplotlib Bar Chart | Matplotlib Tutorial in Hindi Part-6 | Machine Learning Tutorial #01.03.06.
Matplotlib Scatter Plot | Matplotlib Tutorial in Hindi Part-7 | Machine Learning Tutorial #01.03.07.
Matplotlib Pie Char | Matplotlib Tutorial in Hindi Part-8 | | Machine Learning Tutorial #01.03.08.
Matplotlib Pie Char | Matplotlib Tutorial in Hindi Part-9 | Machine Learning Tutorial #01.03.09.
Matplotlib Subplot | Matplotlib Tutorial in Hindi Part-10 | Machine Learning Tutorial #01.03.10.
Matplotlib Savefig | Matplotlib Tutorial in Hindi Part-11 | | Machine Learning Tutorial #01.03.11.
Matplotlib Tutorial in Hindi part-12 | plt.imshow & Colorbar | ML Hands-on Python Course #01.03.12.
Matplotlib Tutorial in Hindi part-13 | plt.imshow & Colorbar | ML Hands-on Python Course #01.03.13.
Python Seaborn Tutorial in Hindi Part-1 | Introduction of Seaborn | ML Tutorial #01.04.1.
Seaborn line plot | Python Seaborn Tutorial in Hindi Part-2| Machine Learning Tutorial #01.04.2.
Seaborn line plot | Python Seaborn Tutorial in Hindi Part-3| Machine Learning Tutorial #01.04.3.
Seaborn histogram using distplot | Python Seaborn Tutorial in Hindi Part-4| MLTutorial #01.04.4.
Seaborn histogram using distplot | Python Seaborn Tutorial in Hindi Part-5| ML Tutorial #01.04.5.
Seaborn barplot | Python Seaborn Tutorial in Hindi Part-6| Machine Learning Tutorial #01.04.6.
Seaborn barplot | Python Seaborn Tutorial in Hindi Part-7| Machine Learning Tutorial #01.04.7.
Seaborn scatter plot | Python Seaborn Tutorial in Hindi Part-8| Machine Learning Tutorial #01.04.8.
Seaborn Heatmap | Python Seaborn Tutorial in Hindi Part- 9| Machine Learning Tutorial #01.04.9.
Seaborn Heatmap | Python Seaborn Tutorial in Hindi Part- 10| Machine Learning Tutorial #01.04.10.
Seaborn Heatmap | Python Seaborn Tutorial in Hindi Part- 11| Machine Learning Tutorial #01.04.11.
Seaborn Pairplot | Python Seaborn Tutorial in Hindi Part- 12| Machine Learning Tutorial #01.04.12.
Data Preprocessing Techniques/Steps in Detail [Hindi] | Machine Learning Tutorial #01.05.01.
Feature Engineering for Machine Learning in Detail [Hindi] | Machine Learning Tutorial #01.05.02.
Types of Variables, Data | Feature Engineering Tutorial in Hindi | Machine Learning Course #01.05.03.
Numerical variables & types in Hindi | Feature Engineering Tutorial | Machine Learning Course #05.04.
Categorical Variables & types in Hindi | Feature Engineering Tutorial | Machine Learning Course #5.5.
DateTime & Mixed Variables in Hindi | Feature Engineering Tutorial | Machine Learning Course #5.6.
Introduction | Data Cleaning Tutorial in Hindi | Part-01 | Machine Learning Tutorial #01.05.01.
Data Cleaning Steps in Hindi | Data Cleaning Tutorial Part-02 | Machine Learning Tutorial #01.05.02.
Kaggle Datasets Download in Hindi | Data Cleaning Tutorial Part-03 | ML Tutorial #01.05.03.
Methods of Handling Missing Values in Hindi | Data Cleaning Tutorial | Machine Learning Course #5.7.
Handling Missing Values/Data in Hindi Part-2| Data Cleaning Tutorial | Machine Learning Course #5.10.
Missing Value Imputation in Hindi Part-3| Data Cleaning Tutorial | Machine Learning Course #5.11.
Missing Value Imputation in Hindi Part-4| Data Cleaning Tutorial | Machine Learning Course #5.12.
Missing Value Imputation in Hindi Part-5| Data Cleaning Tutorial | Machine Learning Course #5.13.
Missing Value Imputation Scikit-Learn in Hindi Part-6| Data Cleaning Tutorial |Machine Learning 5.14.
Missing Value Imputation with Scikit-Learn in Hindi Part-7| Data Cleaning Tutorial | ML Course #5.15.
One Hot Encoding & Dummy Variables in Hindi | Feature Engineering | Machine Learning Tutorial #5.16.
Label Encoding & Ordinal Encoding in Hindi | Feature Engineering | Machine Learning Tutorial #5.17.
Feature Scaling Explain in Detail in Hindi | Feature Engineering | Machine Learning Tutorial #5.18.
Standardization & Normalization in Detail in Hindi |Feature Scaling | Machine Learning Tutorial 5.19.
What is Train Test Split Data in Hindi | Training and Testing Data | Machine Learning Tutorial #6.01.
Linear Regression Algorithm in Hindi | Practical | Data Science | Machine Learning Tutorial.
Ridge and Lasso Regression in Python [Hind] Practical | Data Science | Machine Learning Tutorial.
Root Mean Square Error in Machine Learning in Hindi | MSE vs RMSE | Machine Learning Tutorial.
R Squared Regression Analysis with Practical in Hindi | Data Science | Machine Learning Tutorial.
Polynomial Regression in python in Hindi Detail Explanation | Machine Learning Algorithm Tutorial.
Support Vector Machine (SVM) Algorithm Part-1 in Hindi | Machine Learning Tutorial.
Support Vector Machine (SVM) Algorithm Part 2 in Hindi Machine Learning Tutorial.
ML Project in Hindi: Directing Customers To Subscription Through Financial App Behavior Analysis 01.
ML Project in Hindi: Breast Cancer Detection Using Machine Learning Classifier 02.
ML Project Deployment Using Flask with Heroku: Breast Cancer Detection App Using Machine Learning.
ML Project in Hindi | Kaggle Competition: House Price Prediction-Advance Regression Technique.
ML Project Deployment Using Flask on Local Machine | Student Mark Predictor App | Machine Learning.
ML Project Deployment on AWS EC2 Instance Using Flask |Student Mark Predictor App | Machine Learning.
Bangalore House Price Prediction Machine Learning Project till Deployment | Data Science Project.
Support Vector Regression Algorithm in Detail in Hindi | Data Science | Machine Learning Tutorial.
Support Vector Machine (SVM) Classification Algorithm Part 3 in Hindi Machine Learning Tutorial.
Support Vector Machine (SVM) Classification Algorithm Part 3 in Hindi Machine Learning Tutorial.
Decision Tree Classification Algorithm Explain with Project in Hindi | Machine Learning Tutorial.
Decision Tree Classification Algorithm Explain with Project in Hindi | Machine Learning Tutorial.
Decision Tree Classification Algorithm Explain with Project in Hindi | Machine Learning Tutorial.
Decision Tree Regression Algorithm Explain with Project in Hindi | Machine Learning Tutorial.
Decision Tree Regression Algorithm Explain with Project in Hindi | Machine Learning Tutorial.
Decision Tree Regression Algorithm Explain with Project in Hindi | Machine Learning Tutorial.
Random Forest Classification Algorithm Explain with Project in Hindi | Machine Learning Tutorial.
Random Forest Classification Algorithm Explain with Project in Hindi | Machine Learning Tutorial.
Random Forest Regression Algorithm Explain with Project in Hindi | Machine Learning Tutorial.
Random Forest Regression Algorithm Explain with Project in Hindi | Machine Learning Tutorial.
Save & Load Machine Learning Model using Pickle & Joblib in Hindi | Machine Learning Tutorial.
K Nearest Neighbor Classification Algorithm Explain with Project in Hindi |Machine Learning Tutorial.
K Nearest Neighbor Regression Algorithm Explain with Project in Hindi |Machine Learning Tutorial.
How to Install TensorFlow & Keras in Local Computer || GPU & CPU || Deep Learning | Machine Learning.
Naive Bayes Classifier Algorithm Theorem Explained in Detail in Hindi | Machine Learning Tutorial.
MASK R-CNN Inference on Google Colab | Deep Learning | Computer Vision | AI.
Best Instance Segmentation Models | Computer Vision | Deep Learning | Machine learning.