3. Stage 1 Data Cleaning A - Z/7.1 Stage 1- Data Cleaning A-Z (Solution).ipynb

4. Stage 2 Data Manipulation A-Z/6.1 Stage 2- Data Manipulation A-Z (Solution).ipynb

5. Stage 3 Exploratory Data Analysis A-Z/8.1 Stage 3- Exploratory Data Analysis A-Z (Solution).ipynb

7. Stage 5 Data Transformation A-Z/7.1 Stage 5- Data Transformation A-Z (Solution).ipynb

8. Stage 6 Hypothesis Testing A-Z/5.1 Stage 6- Hypothesis Testing A-Z (Solution).ipynb

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[TutsNode.org] - DeepLearningComplete Computer Vision With GenAI-12 Projects/11. YOLO Models for Object Detection, classification, segmentation, Pose Detection/4.2 Instance Segmentation yolov8.ipynb

[TutsNode.org] - DeepLearningComplete Computer Vision With GenAI-12 Projects/13. Object Tracking & Counting Project/2.1 Track and count vehicles.ipynb

[TutsNode.org] - DeepLearningComplete Computer Vision With GenAI-12 Projects/3. Tensorflow and Keras/8.1 04+Feed+forward+networks.ipynb

[TutsNode.org] - DeepLearningComplete Computer Vision With GenAI-12 Projects/13. Object Tracking & Counting Project/1.1 YOLOv8_object_tracking.ipynb

[TutsNode.org] - DeepLearningComplete Computer Vision With GenAI-12 Projects/5. Keras Preprocessing Layers and Transfer Learning/2.1 06+Keras+Preprocessing+Layers.ipynb

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exercise_files/2.-Set-up-and-Prompt-template-__-3.1-Prompt_Enginnering_Complete-2.ipynb

exercise_files/3.-LLM-Properties-__-3.1-Loading_your_LLM-1.ipynb

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3.Стандартные датасеты и модели в PyTorch на примере Fine-tuning/dataset.ipynb

3.Стандартные датасеты и модели в PyTorch на примере Fine-tuning/finetunning.ipynb

7.Классические подходы к CV, работа с OpenCV/cascade_classifier.ipynb

8.Object detection 1. RCNN, Fast RCNN, Faster RCNN/detectron_rcnn.ipynb

10.Object detection 2. YOLO, Single-Shot Detector/yolov3.ipynb

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Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/6-Resources/fx-dbfs-demo.ipynb.zip

Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/7-Resources/databricks_volume_demo.ipynb

Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/8-Resources/read_from_db_write_to_delta.ipynb

Chapter 3_Data Engineering with Apache Spark/14-Resources/fx_udf.ipynb.zip

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[TutsNode.net] - Google Advanced Data Analytics Professional Certificate/go-beyond-the-numbers-translate-data-into-insight/02_explore-raw-data/01_discovering-is-the-beginning-of-an-investigation/04_reference-guide-import-datasets-with-python_bigquery.ipynb

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~Get Your Files Here !/chr1/Chapter I.ipynb

~Get Your Files Here !/chr2/Chapter_II.ipynb

~Get Your Files Here !/chr3/chapter III.ipynb

~Get Your Files Here !/chr4/Chapter IV.ipynb

~Get Your Files Here !/chr5/Chapter V.ipynb

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00. Additional Files/10 - RAG+with+GrokAI.ipynb

00. Additional Files/10 - RAG+with+Ollama.ipynb

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14. Essential Python Libraries for GenAI Requests & Pandas/15. 04 - Pandas Project - Analyzing Traffic.ipynb

18. Diving into Google’s Gemini/8. 03 - gemini_api_building_chat_conversations.ipynb

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[TutsNode.org] - Python 3 Deep Dive (Part 4 - OOP)/02 - Classes/003 Objects-and-Classes.ipynb.zip

[TutsNode.org] - Python 3 Deep Dive (Part 4 - OOP)/02 - Classes/005 Class-Attributes.ipynb.zip

[TutsNode.org] - Python 3 Deep Dive (Part 4 - OOP)/02 - Classes/007 Callable-Class-Attributes.ipynb.zip

[TutsNode.org] - Python 3 Deep Dive (Part 4 - OOP)/02 - Classes/009 Classes-are-Callable.ipynb.zip

[TutsNode.org] - Python 3 Deep Dive (Part 4 - OOP)/02 - Classes/011 Data-Attributes.ipynb.zip

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~Get Your Files Here !/3 - Linear Regression Learning From Error/8 - LinearRegressionExemplar.ipynb.bin

~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/12 - LogisticRegressionExemplar.ipynb.bin

~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/16 - kNearestNeighborsExemplar.ipynb.bin

~Get Your Files Here !/6 - Decision Trees Learning Rules/20 - DecisionTreeExemplar.ipynb.bin

~Get Your Files Here !/7 - Random Forests Learning With Many Models/25 - RandomForestExemplar.ipynb.bin

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data_scientist-main/module01/homework/01_numpy.ipynb

data_scientist-main/module01/homework/02_pandas.ipynb

data_scientist-main/module01/workshop/numpy.ipynb

data_scientist-main/module01/workshop/pandas.ipynb

data_scientist-main/module02/homework/hw2-template.ipynb

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1-Introduction/3-First_Commands_Nb-(1).ipynb

2-Basic-Python/16-Class-6-Data-Structures.ipynb

2-Basic-Python/24-Class-7-Functions.ipynb

2-Basic-Python/26-Class-7-Functions-(1).ipynb

2-Basic-Python/6-Class-5-Flow-Control.ipynb

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~Get Your Files Here !/10 - Capstone Project 3 Counting Plants Using Computer Vision Techniques/1 -Detecting and Counting Plants Using Computer Vision Techniques.ipynb

~Get Your Files Here !/11 - Capstoe Project 4 Comprehensive Guide to Machine Learning, and Data Processing/1 -Geospatial_analysis_project_organised_new 29_7_2024.ipynb

~Get Your Files Here !/2 - Python Programming Fundamentals/1 -Types of data in Python.ipynb

~Get Your Files Here !/2 - Python Programming Fundamentals/2 -Control Flow in Python.ipynb

~Get Your Files Here !/2 - Python Programming Fundamentals/4 -Modules in Python.ipynb

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[TutsNode.org] - Python 3 Deep Dive (Part 1 - Functional)/10 - Python Updates/002 02-Relevant-Python-3.9-Changes.ipynb.zip

[TutsNode.org] - Python 3 Deep Dive (Part 1 - Functional)/10 - Python Updates/003 01-Relevant-Python-3.8-Changes.ipynb.zip

[TutsNode.org] - Python 3 Deep Dive (Part 1 - Functional)/10 - Python Updates/001 03-Relevant-Python-3.10-Changes.ipynb.zip

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17 - Extra Materials/103 - Q-LEARNING-RL-2.ipynb

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[TutsNode.org] - Python Programming Bootcamp/54 - Technical Analysis & Data Science/001 Look-for-the-File-Technical-Analysis.ipynb.url

[TutsNode.org] - Python Programming Bootcamp/54 - Technical Analysis & Data Science/002 File-is-here-Look-for-Technical-Analysis-2.ipynb-.url

[TutsNode.org] - Python Programming Bootcamp/54 - Technical Analysis & Data Science/003 Files-Are-Here-Look-for-the-File-Technical-Analysis-3.ipynb-.url

[TutsNode.org] - Python Programming Bootcamp/54 - Technical Analysis & Data Science/004 Files-Are-Here-Look-for-the-File-Technical-Analysis-4.ipynb.url

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~Get Your Files Here !/11 - Milestone Project Solution/11 - qaoa-vs-vqe-maxcut-qiskit2-executed-cells.ipynb

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~Get Your Files Here !/Gen AI for Stock Analysis/Copy of Starter File - GenAI for Stock Analysis.ipynb

~Get Your Files Here !/Gen AI for Stock Analysis/GenAI Stock Analysis.ipynb

~Get Your Files Here !/Gen AI for Stock Analysis/Starter File - GenAI for Stock Analysis.ipynb

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[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/003 Coding-Exercises-Solution-2.ipynb.zip

[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/001 Coding-Exercises.ipynb.zip

[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/002 Coding-Exercises-Solution-1.ipynb.zip

[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/004 Coding-Exercises-Solution-3.ipynb.zip

[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/005 Coding-Exercises-Solution-4.ipynb.zip

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