Machine Learning using Python 2021 in Urdu/Hindi | Data Science using Python 2021 in Urdu/Hindi | Artificial Intelligence Full Course 2021 | AI Course
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What you'll learn
This course includes
- 15 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 56 lessons • 15 hours of video
Machine Learning using Python 2021 in Urdu/Hindi | Data Science using Python 2021 in Urdu/Hindi | Artificial Intelligence Full Course 2021 | AI Course
56 lessons
• 15 hours
Machine Learning using Python 2021 in Urdu/Hindi | Data Science using Python 2021 in Urdu/Hindi | Artificial Intelligence Full Course 2021 | AI Course
56 lessons
• 15 hours
- Tutorial 01: What is Data Science | What is Machine Learning | AI vs ML vs DL 17:42
- Tutorial 02: Data Preprocessing in Python tutorial | Data Cleaning using Python Hindi/Urdu 47:19
- Tutorial 03: Machine Learning Regression Part 1 (Theory) | What is SL, UL and RL in machine learning 15:07
- Tutorial 04: Machine Learning Regression Part 2 (Practical) | LinearRegression() in python 19:02
- Tutorial 05: Machine Learning Multiple Regression | Multiple Regression using python in urdu/hindi 08:58
- Tutorial 06: Polynomial Regression in Machine learning | Non linear polynomial regression in hindi 23:38
- Tutorial 07: Support vector regression | Machine Learning | machine learning algorithm | svm | svr 24:17
- Tutorial 08: Decision Tree Regression | DTR | what is cart | Decision Tree Regression in python 13:50
- Tutorial 09: Random Forest Tree Regression | RFR | Random Forest Regression in python 07:59
- Tutorial 10: Regression Evaluation metrics | Regression Model evaluation | Regression Accuracy 26:13
- Tutorial 11: What is R Square | What is adjusted R Square | R square VS adjusted R square in python 20:18
- Tutorial 12: What is Classification | logistic regression machine learning | logistic regression 32:57
- Tutorial 13: k-nearest neighbor algorithm for classification | k-nearest neighbor algorithm 23:35
- Tutorial 14: Machine learning tutorials | Support Vector Machine in Hindi | what is SVM 18:46
- Tutorial 15: SVM Kernel Tricks | Types of Kernel | linear svm VS non linear svm 11:32
- Tutorial 16: Naive Bayes Classification in machine learing | Bayesian Classifier in machine learing 30:33
- Tutorial 17: Decision Tree Classifier Part 1 | ID3 Decision Tree Classifier in machine learning 24:51
- Tutorial 18: Decision Tree Classifier Part 2 | ID3 Decision Tree Classifier in machine learning 07:47
- Tutorial 19: Decision Tree Classifier using Gini index Part 3 | ID3 Decision Tree Classifier 17:00
- Tutorial 20: Decision Tree Classifier using Gini index Practical Part 4 | ID3 gini index practical 03:35
- Tutorial 21: What is Ensemble Learning | Bagging VS Boosting VS Stacking | Random Forest Classifier 27:01
- Tutorial 22: Underfitting and Overfitting in machine learning 04:21
- Tutorial 23: Random forest classifier in Urdu/hindi|Random Forest Tutorial | Random Forest in python 12:11
- Tutorial 24: Evaluation metrics for classification Theory, Part 1 | Confusion metric| F1 score 20:03
- Tutorial 25: Evaluation metrics for classification Practical, Part 2| Confusion metric| F1 score 14:09
- Tutorial 26: What is Clustering | K Means Clustering in python | Unsupervised Machine Learning 26:18
- Tutorial 27: K Means Clustering in python PRACTICAL SESSION|Unsupervised Machine Learning Clustering 11:41
- Tutorial 28: Hierarchical clustering in machine learning (Theory) | Agglomerative hierarchical 25:27
- Tutorial 29: Hierarchical clustering in machine learning (Practical II) | Agglomerative hierarchical 13:02
- Tutorial 30: Divisive hierarchical clustering | Agglomerative VS divisive hierarchical clustering 04:50
- Tutorial 31: Density Based Clustering (DBSCAN) Theory 1|Density based clustering in machine learning 12:15
- Tutorial 32: Density Based Clustering (DBSCAN) Practical 2 | Density based clustering in python 08:42
- Tutorial 33: Hard clustering VS Soft Clustering | What is Clustering and its different algorithms 08:15
- Tutorial 34: Association rule mining | Apriori Algorithm in Hindi/ Urdu Theory Part 1 15:23
- Tutorial 35: Apriori Algorithm in Python in Hindi/ Urdu Practical Session Part 2 13:49
- Tutorial 36: Eclat Association Rule Learning | Eclat Algorithm in Data Mining/Machine Learning 14:42
- Tutorial 37: Eclat Algorithm in Data Mining using Python | Eclat algorithm in python 06:45
- Tutorial 38: FP growth Algorithm in Data mining/Machine learning | data mining fp growth algorithm 14:58
- Tutorial 39: FP Growth Algorithm using python | FP Growth association rule mining practical 08:07
- Tutorial 40: An introduction to Reinforcement Learning | What is Reinforcement Learning in Python 14:32
- Tutorial 41: (Theory) Markov Decision Process in Urdu/Hindi VS Hidden Markov Model Urdu/Hindi 14:22
- Tutorial 42: Markov Decision Process and Hidden Markov Model in Python | MDP vs HMM 05:02
- Tutorial 43: Markov Decision Process, Bellman Equation, Q Learning in Machine Learning 19:12
- Tutorial 44: Sarsa in reinforcement learning | On-Policy VS Off-Policy in Reinforcement Learning 07:26
- Tutorial 45: Multi armed bandit Algorithm using Upper confidence bounds | Single Arm bandit 15:35
- Tutorial 46: (Practical) Multi armed bandit Algorithm using Upper confidence bounds 18:01
- Tutorial 47: (Theory) Thompson sampling multi-armed bandit problem | Thompson Sampling 13:29
- Tutorial 48: (Practical) Thompson sampling multi-armed bandit problem | Thompson Sampling 14:18
- Tutorial 49: Dimensionality Reduction and its types | PCA, principal component analysis explained 18:30
- Tutorial 50: Dimensionality Reduction and its types | LDA, Linear Discriminant Analysis explained 13:43
- Tutorial 51: Kernel PCA in machine learning in hindi | Nonlinear Dimensionality Reduction KPCA 11:42
- Tutorial 52: (Part 1) Cross Validation in machine learning in hindi | Model Selection in ML 19:57
- Tutorial 53: (Part 2, Final) Cross Validation in machine learning in hindi | Model Selection in ML 15:41
- Tutorial 54: Grid Search in python | Grid Search with K Fold CV | Parameter VS Hyperparameter 23:21
- Tutorial 55: What is XGBoost in Machine Learning | Xgboost (Boosting) Intuition Easily Explained 16:25
- Tutorial 56:Final words of Machine Learning|Pipeline in machine learning|Journey of Machine Learning 08:24
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