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2 - Python Data Model.mp4
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1 - Introduction to Machine Learning
10 - Feature Engineering
11 - Saving & Loading Models
12 - Practical ML Projects
13 - Deployment Basics
14 - Best Practices & ML Workflow
15 - Interview Preparation
2 - Python for Machine Learning
3 - ML Libraries in Python
4 - Data Handling & Preprocessing
5 - Exploratory Data Analysis (EDA)
6 - Supervised Learning - Regression
26. Model Training & Evaluation.mp4
MP4
27.4 MB
7 - Supervised Learning - Classification
32. Model Evaluation Metrics Accuracy, Precision, Recall, F1 Score.mp4
MP4
46.5 MB
8 - Model Evaluation & Validation
33. Confusion Matrix.mp4
MP4
55.3 MB
34. Cross-Validation.mp4
MP4
29.8 MB
35. Overfitting, Underfitting, Bias-Variance Tradeoff.mp4
MP4
23.6 MB
9 - Unsupervised Learning
36. K-Means Clustering.mp4
MP4
16.7 MB
37. Hierarchical Clustering.mp4
MP4
24.1 MB
38. Principal Component Analysis.mp4
MP4
26.6 MB
8 matching files, 66 total files.
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1 - Introduction
10 - Project Customer Segmentation using Clustering
11 - Project Fake News Detection using machine learning Python
12 - Project COVID19 Coronavirus Infection Probability using machine learning
13 - Miscellaneous
14 - Python Crash Course
2 - Installation and Colab
3 - Python for Data Analysis Numpy
4 - Python for Data Analysis Pandas
5 - Python for Data Visualization Matplotlib
6 - Supervised Machine Learning
28 - Save Model.mp4
MP4
36.3 MB
1 matching file, 187 total files.
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1 - Python Fundamentals
2 - Data Manipulation with Pandas
3 - Data Visualization with Matplotlib & Seaborn
4 - Data Analysis with NumPy
5 - Introduction to Machine Learning
26. Model Evaluation and Selection.mp4
MP4
132.1 MB
1 matching file, 32 total files.
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[FreeTutorials.Us] [UDEMY] Build an NBA Fantasy Projection Model in Python with Pandas [FTU]
5. Building Our Model
2. Cleaning NBA Data.mp4
MP4
51.1 MB
1 matching file, 153 total files.
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Machine Learning & Data Science with Python, Kaggle & Pandas
18. Evaluation Metrics in Machine Learning
2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp4
MP4
100.29 MB
1 matching file, 256 total files.
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1 - Introduction
Logistic Regression in Python
Data Files
Others
Presentation
10 - Knearest Neighbors Classifier
11 - Understanding The Results
12 - Appendix 1 Linear Regression In Python
ML Practical task 3
ML Task 1
ML Task 2
13 - Congratulations About Your Certificate
2 - Introduction To Machine Learning
5 - Building A Machine Learning Model.mp4
MP4
27.7 MB
3 - Basics Of Statistics
4 - Setting Up Python And Jupyter Notebook
5 - Important Python Libraries
6 - Data Preprocessing
7 - Classification Models
50 - Training A Simple Logistic Model In Python.mp4
MP4
76.1 MB
54 - Training Multiple Predictor Logistic Model In Python.mp4
MP4
40.9 MB
58 - Evaluating Performance Of Model.mp4
MP4
60.1 MB
59 - Evaluating Model Performance In Python.mp4
MP4
14.4 MB
5 matching files, 151 total files.
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Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
38. Model Selection
2. k-Fold Cross Validation in Python.mp4
MP4
32.83 MB
5. Grid Search in Python - Step 2.mp4
MP4
29.52 MB
2 matching files, 10 695 total files.
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access_time 5 years ago
Data Science Real World Projects in Python
[TutsNode.com] - Data Science Real World Projects in Python
2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning
29. How to Cross Validate your model.mp4
MP4
123.53 MB
26. Play with multiple Algorithms & dumping your model.mp4
MP4
60.28 MB
4. Project 3-- Predict Stock Prices using Time Series Analysis
6. Intuition behind MA model --ARIMA part 2.mp4
MP4
49.13 MB
3. Project 2----- Predict Password Strength using Natural Language Processing
10. Checking Accuracy of Model.mp4
MP4
28.22 MB
4 matching files, 145 total files.
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1 - Understanding how GenAI transforms data analytics workflows
10 - Applying GenAI in Industry Use Cases
11 - Implementing Governance Practices Enhanced by GenAI
12 - Integrating GenAI into the Modern Analytics Stack
2 - Prompting Techniques to Generate SQL Queries and Python Code
3 - Tools and Setup for Analyst Workflows
4 - Automate EDA Tasks using GenAI to Accelerate Insight Discovery
5 - Extracting Meaningful Patterns and Insights from Data Sets
6 - Generating Actionable Narratives from Analytical Findings
7 - Modeling with GenAI
29 - Demo – ChatGPT for Model Interpretation.mp4
MP4
70 MB
8 - Evaluating Models and Outputs
31 - Demo – Gemini for Model Validation.mp4
MP4
67.9 MB
2 matching files, 104 total files.
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1-Python’s Origin Story and Design Philosophy
10-Performance Engineering and Alternative Runtimes
2-Inside CPython The Runtime Architecture
3-From Source to Bytecode Parsing, AST, and Compilation
4-Executing Python Frames, Opcodes, and the Evaluation Loop
5-The Python Data Model Objects, Types, and Attribute Access
2-PyObject layout and the object header.mp4
MP4
25.5 MB
3-PyTypeObject and type slots.mp4
MP4
26.1 MB
4-Attribute lookup mechanics and resolution order.mp4
MP4
37.3 MB
5-Descriptors and the binding protocol.mp4
MP4
39.1 MB
6-__getattribute__ versus __getattr__ and custom access hooks.mp4
MP4
40 MB
7-Inheritance, MRO, and metaclasses.mp4
MP4
36.9 MB
8-__slots__, instance layout, and trade-offs.mp4
MP4
72.9 MB
9-Protocol hooks iteration, context managers, and numericcontainer behavior.mp4
MP4
39.5 MB
6-Memory Management and Garbage Collection in Python
2-Reference counting fundamentals.mp4
MP4
38 MB
3-Cycle detection and the generational collector.mp4
MP4
28.7 MB
4-pymalloc internals arenas, pools, and freelists.mp4
MP4
42.5 MB
5-Large allocations and the raw allocator path.mp4
MP4
36.5 MB
6-Weak references and simple lifecycles.mp4
MP4
42.2 MB
7-Finalizers, __del__, and the dangers of resurrection.mp4
MP4
40.2 MB
8-Fragmentation, allocation patterns, and performance impact.mp4
MP4
54.7 MB
9-Observability and tuning with built-ins (gc, tracemalloc).mp4
MP4
29.2 MB
7-Concurrency, Parallelism, and Async IO Internals
10-Thread async interoperability and practical boundaries.mp4
MP4
37.4 MB
2-The Global Interpreter Lock — intent and invariants.mp4
MP4
27 MB
3-Python threads and the runtime scheduling story.mp4
MP4
62.4 MB
4-C extensions, the C‑API boundary, and thread cooperation.mp4
MP4
58.6 MB
20 matching files shown out of 43 matching files, 96 total files.
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1 - SQL Server Environment Setup
2 - Python Environment Setup
3 - AI ETL Pipeline with ChatGPT
4 - Dimensional Modeling Fundamentals Dimensional Modelling Concepts
23. Building the data warehouse model.mp4
MP4
143.6 MB
1 matching file, 39 total files.
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1 - First Contact With Machine Learning
10 - Hyperparameter Optimization
11 - Decision Tree Algorithm In Machine Learning Az
12 - Random Forest Algorithm In Machine Learning Az
13 - Support Vector Machine Algorithm In Machine Learning Az
14 - Unsupervised Learning With Machine Learning
15 - K Means Clustering Algorithm In Machine Learning Az
16 - Hierarchical Clustering Algorithm In Machine Learning Data Science
17 - Principal Component Analysis Pca In Machine Learning Az
18 - Recommender System Algorithm In Machine Learning Az
19 - Extra
2 - Installations For Python
3 - Evaluation Metrics In Machine Learning
11 - Machine Learning Model Performance Evaluation Classification Error Metrics.mp4
MP4
69.9 MB
1 matching file, 69 total files.
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[DesireCourse.Net] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
38. Model Selection
2. k-Fold Cross Validation in Python.mp4
MP4
32.84 MB
5. Grid Search in Python - Step 2.mp4
MP4
29.51 MB
2 matching files, 572 total files.
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1 - Pydantic In A Nutshell
2 - Type Hinting Foundations
3 - Factories, Enums, And Other Props
4 - Custom Validators
5 - Model Serialization And Deserialization
6 - Capstone Project Building A Modern Python API With Pydantic, FastAPI And Redis
33. Defining The Choice Data Model.mp4
MP4
14 MB
42. Connecting, Saving, And Retrieving Data From Redis.mp4
MP4
62.3 MB
50. Voting Pydantic Data Models.mp4
MP4
63.4 MB
66. Defining The Poll Results Pydantic Data Models.mp4
MP4
18.5 MB
68. Deleting Poll Data.mp4
MP4
96.7 MB
5 matching files, 223 total files.
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[FreeAllCourse.Com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
38. Model Selection
2. k-Fold Cross Validation in Python.mp4
MP4
32.83 MB
5. Grid Search in Python - Step 2.mp4
MP4
29.52 MB
2 matching files, 570 total files.
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2 - Python Data Model.mp4
MP4
18.3 MB
1 matching file, 32 total files.
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