FreeCourseSite com Udemy Complete Python Data Science Deep Learning Programming

FreeCourseSite com Udemy Complete Python Data Science Deep Learning Programming

Name	[FreeCourseSite.com] Udemy - Complete Python Data Science, Deep Learning, R Programming	DOWNLOAD Copy Link
Total Size	7.6 GB
Total Files	317
Last Seen	2024-10-07 01:14
Hash	B23D33BECE7E1E16B79E55267F454BB3FB475B70

/0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/1. Introduction to Complete Data Science, Deep Learning, R Data Science 2021/
1. Be Smart and Use Data But How Answer is Data Science with Python.mp4	14.4 MB
1. Be Smart and Use Data But How Answer is Data Science with Python.srt	5.6 KB
2. Project Files and Course Documents Data Science, Python data science.html	0.5 KB
3. FAQ about Complete data science with R, deep learning, machine learning.html	20.5 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/10. Seaborn/
1. What is Seaborn.mp4	13.5 MB
1. What is Seaborn.srt	5.1 KB
2. Controlling Figure Aesthetics in Seaborn.mp4	41.1 MB
2. Controlling Figure Aesthetics in Seaborn.srt	11.1 KB
3. Example in Seaborn.mp4	53.8 MB
3. Example in Seaborn.srt	9.9 KB
3.1 scores.csv	1.5 KB
4. Color Palettes in Seaborn.mp4	47.7 MB
4. Color Palettes in Seaborn.srt	14.9 KB
4.1 flight_details.csv	2.4 KB
5. Basic Plots in Seaborn.mp4	97.3 MB
5. Basic Plots in Seaborn.srt	22.8 KB
5.1 basic_details.csv	0.1 KB
5.2 movie_scores.csv	0.2 KB
5.3 salary.csv	3.4 MB
5.4 scores.csv	1.5 KB
5.5 youtube.csv	0.7 KB
6. Multi-Plots in Seaborn.mp4	42.9 MB
6. Multi-Plots in Seaborn.srt	10.9 KB
7. Regression Plots and Squarify in Seaborn.mp4	59.2 MB
7. Regression Plots and Squarify in Seaborn.srt	15.9 KB
7.1 age_data.csv	677.3 KB
7.2 water_usage.csv	0.1 KB
8. Quiz.html	0.2 KB
/11. Geoplotlib/
1. What is Geoplotlib.mp4	33.8 MB
1. What is Geoplotlib.srt	10.4 KB
2. Example - 1.mp4	38.1 MB
2. Example - 1.srt	9.8 KB
2.1 poaching_points_cleaned.csv	24.8 KB
3. Example - 2.mp4	80.0 MB
3. Example - 2.srt	19.0 KB
3.1 world_cities_pop.csv	164.3 MB
4. Example - 3.mp4	50.1 MB
4. Example - 3.srt	11.6 KB
5. Quiz.html	0.2 KB
/12. Data Science Hands-On Projects/
1. Analyse Data With Different Data Sets Titanic Project.mp4	10.5 MB
1. Analyse Data With Different Data Sets Titanic Project.srt	4.4 KB
1.1 Project - I - Questions.txt	0.8 KB
1.2 Titanic.csv	58.7 KB
2. Titanic Project Answers in python projects.mp4	93.3 MB
2. Titanic Project Answers in python projects.srt	21.9 KB
3. Project II Bike Sharing.mp4	14.4 MB
3. Project II Bike Sharing.srt	5.1 KB
3.1 Bike_Share_London.csv	377.3 KB
3.2 Project - II - Questions.txt	0.9 KB
4. Bike Sharing Project Answers.mp4	154.4 MB
4. Bike Sharing Project Answers.srt	30.7 KB
5. Project III Housing and Property Sales.mp4	10.8 MB
5. Project III Housing and Property Sales.srt	3.7 KB
5.1 House Sales.csv	1.2 MB
5.2 Project - III - Questions.txt	0.7 KB
6. Answer for Housing and Property Sales Project.mp4	162.6 MB
6. Answer for Housing and Property Sales Project.srt	29.1 KB
7. Project IV English Premier League.mp4	14.1 MB
7. Project IV English Premier League.srt	5.0 KB
7.1 2006-2018 EPL stats.csv	55.2 KB
7.2 Project - IV - Questions.txt	1.1 KB
8. Answers for English Premier League Project.mp4	161.0 MB
8. Answers for English Premier League Project.srt	28.8 KB
/13. Machine Learning/
1. AI, Machine Learning and Deep Learning.mp4	17.0 MB
1. AI, Machine Learning and Deep Learning.srt	5.6 KB
10. Supervised Machine Learning Methods - 3.mp4	58.8 MB
10. Supervised Machine Learning Methods - 3.srt	16.2 KB
11. Supervised Machine Learning Methods - 4.mp4	73.7 MB
11. Supervised Machine Learning Methods - 4.srt	19.2 KB
12. Unsupervised Machine Learning Methods.mp4	92.2 MB
12. Unsupervised Machine Learning Methods.srt	27.2 KB
13. Gathering data in Deep learning.mp4	18.5 MB
13. Gathering data in Deep learning.srt	5.8 KB
14. Data pre-processing in Deep learning.mp4	27.2 MB
14. Data pre-processing in Deep learning.srt	6.4 KB
15. Choosing the right algorithm and model in deep learning.mp4	156.1 MB
15. Choosing the right algorithm and model in deep learning.srt	9.1 KB
16. Training and testing the model.mp4	88.1 MB
16. Training and testing the model.srt	6.4 KB
17. Evaluation in deep learning.mp4	25.6 MB
17. Evaluation in deep learning.srt	7.6 KB
18. Quiz Python, Data Science, Machine learning, Deep learning.html	0.2 KB
19. Quiz.html	0.2 KB
2. History of Machine Learning.mp4	25.0 MB
2. History of Machine Learning.srt	7.9 KB
3. Turing Machine and Turing Test.mp4	42.9 MB
3. Turing Machine and Turing Test.srt	13.6 KB
4. What is Deep Learning.mp4	21.5 MB
4. What is Deep Learning.srt	7.3 KB
5. Learning representations from data.mp4	36.6 MB
5. Learning representations from data.srt	13.7 KB
6. Workflow of Machine Learning.mp4	33.2 MB
6. Workflow of Machine Learning.srt	11.0 KB
7. Machine Learning Methods.mp4	47.8 MB
7. Machine Learning Methods.srt	16.4 KB
8. Supervised Machine Learning Methods - 1.mp4	32.4 MB
8. Supervised Machine Learning Methods - 1.srt	10.6 KB
9. Supervised Machine Learning Methods - 2.mp4	58.1 MB
9. Supervised Machine Learning Methods - 2.srt	15.6 KB
/14. Artificial Neural Network/
1. What is Artificial Neural Network (ANN).mp4	24.1 MB
1. What is Artificial Neural Network (ANN).srt	8.3 KB
2. Anatomy of Neural Network in Artificial intelligence.mp4	44.3 MB
2. Anatomy of Neural Network in Artificial intelligence.srt	10.6 KB
3. Creating a Simple ANN in Artificial intelligence.mp4	83.4 MB
3. Creating a Simple ANN in Artificial intelligence.srt	14.8 KB
4. Tensor Operations in Artificial intelligence.mp4	65.1 MB
4. Tensor Operations in Artificial intelligence.srt	11.2 KB
5. Tensor Operations 2.mp4	31.2 MB
5. Tensor Operations 2.srt	8.1 KB
6. Keras API in Artificial intelligence.mp4	24.4 MB
6. Keras API in Artificial intelligence.srt	8.2 KB
7. Optimizers in Artificial intelligence.mp4	44.4 MB
7. Optimizers in Artificial intelligence.srt	12.2 KB
8. What is TensorFlow.mp4	65.7 MB
8. What is TensorFlow.srt	20.5 KB
9. Quiz.html	0.2 KB
/15. Convolutional Neural Network (CNN)/
1. What is CNN.mp4	75.9 MB
1. What is CNN.srt	17.6 KB
2. Quiz.html	0.2 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/16. Recurrent Neural Network and LTSM/
1. Understanding RNN and LSTM Networks.mp4	53.3 MB
1. Understanding RNN and LSTM Networks.srt	14.9 KB
2. Quiz.html	0.2 KB
/17. Transfer Learning/
1. What is Transfer Learning.mp4	89.5 MB
1. What is Transfer Learning.srt	19.2 KB
2. Quiz Machine Learnig, Deep Learning.html	0.2 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/18. Projects Python projects, Data science projects, machine learning/
1. Project - 1.mp4	106.5 MB
1. Project - 1.srt	20.5 KB
2. Project - 2.mp4	177.5 MB
2. Project - 2.srt	21.3 KB
3. Project - 3.mp4	86.4 MB
3. Project - 3.srt	15.3 KB
4. Project - 4.mp4	75.8 MB
4. Project - 4.srt	14.9 KB
/19. Environment Installation for R/
1. Downloading and Installing R & R Studio.mp4	26.3 MB
1. Downloading and Installing R & R Studio.srt	4.5 KB
2. R Console Versus R Studio.mp4	23.0 MB
2. R Console Versus R Studio.srt	5.3 KB
/2. Setting Up Python for Mac and Windows Python Data Science/
1. Installing Anaconda for Windows.mp4	42.1 MB
1. Installing Anaconda for Windows.srt	6.1 KB
2. Installing Anaconda for Mac, Python Data Science.mp4	55.6 MB
2. Installing Anaconda for Mac, Python Data Science.srt	6.4 KB
3. Let's Meet Jupyter Notebook for Windows.mp4	26.6 MB
3. Let's Meet Jupyter Notebook for Windows.srt	5.8 KB
4. Basics of Jupyter Notebook for Mac.mp4	15.5 MB
4. Basics of Jupyter Notebook for Mac.srt	2.6 KB
/20. Data Management in R/
1. Getting Data into R.mp4	38.6 MB
1. Getting Data into R.srt	7.3 KB
2. Data Manipulation in R.mp4	57.6 MB
2. Data Manipulation in R.srt	9.3 KB
3. Graphs and Charts in Python data science.mp4	146.6 MB
3. Graphs and Charts in Python data science.srt	19.6 KB
4. quiz.html	0.2 KB
/21. Examining and Managing Data Structures in R/
1. Vector Basics in R.mp4	44.0 MB
1. Vector Basics in R.srt	5.6 KB
2. Atomic Vector Types in R.mp4	25.2 MB
2. Atomic Vector Types in R.srt	3.5 KB
3. Converting Data Types of Atomic Vectors in R.mp4	33.7 MB
3. Converting Data Types of Atomic Vectors in R.srt	3.6 KB
4. Test Functions in R.mp4	13.6 MB
4. Test Functions in R.srt	1.3 KB
5. Vector Recycling and Iterations in R.mp4	36.2 MB
5. Vector Recycling and Iterations in R.srt	4.7 KB
6. Naming Vectors in R.mp4	35.9 MB
6. Naming Vectors in R.srt	4.4 KB
7. Subsetting Vectors in R.mp4	48.4 MB
7. Subsetting Vectors in R.srt	5.7 KB
/22. Lists in R/
1. Lists in R.mp4	45.4 MB
1. Lists in R.srt	5.9 KB
/23. Arrays in R/
1. Arrays in r programming.mp4	29.4 MB
1. Arrays in r programming.srt	4.6 KB
2. Subsections of an Array in r programming.mp4	71.8 MB
2. Subsections of an Array in r programming.srt	8.5 KB
/24. Matrices in R programming/
1. Matrices in R programming.mp4	52.4 MB
1. Matrices in R programming.srt	6.7 KB
2. Naming Matrix Row and Columns in R programming.mp4	50.4 MB
2. Naming Matrix Row and Columns in R programming.srt	5.3 KB
3. Calculating With Matrices in Python Data science.mp4	62.0 MB
3. Calculating With Matrices in Python Data science.srt	6.2 KB
/25. Data Frames/
1. Introduction to Data Frames.mp4	74.4 MB
1. Introduction to Data Frames.srt	6.9 KB
2. Naming Variables and Observations in DF.mp4	28.9 MB
2. Naming Variables and Observations in DF.srt	2.2 KB
3. Manipulating Values in DF.mp4	152.3 MB
3. Manipulating Values in DF.srt	14.2 KB
4. Adding and Removing Variables in R Programming.mp4	43.5 MB
4. Adding and Removing Variables in R Programming.srt	3.9 KB
5. Tibbles in R.mp4	87.8 MB
5. Tibbles in R.srt	8.8 KB
/26. Factors in R/
1. Introduction to Factors in R.mp4	36.3 MB
1. Introduction to Factors in R.srt	4.7 KB
2. Manipulating Categorical Data with Forcats in R.mp4	139.2 MB
2. Manipulating Categorical Data with Forcats in R.srt	12.2 KB
/27. Data Transformation in R/
1. Introduction to Data Transformation.mp4	79.9 MB
1. Introduction to Data Transformation.srt	8.7 KB
2. Select Columns with Select Function in R programming.mp4	63.5 MB
2. Select Columns with Select Function in R programming.srt	7.1 KB
3. Filtering Rows with Filter Function in R programming.mp4	177.9 MB
3. Filtering Rows with Filter Function in R programming.srt	15.5 KB
4. Arranging Rows with Arrange Function in R.mp4	135.6 MB
4. Arranging Rows with Arrange Function in R.srt	12.4 KB
5. Adding New Variables with Mutate Function in R.mp4	66.2 MB
5. Adding New Variables with Mutate Function in R.srt	7.0 KB
6. Grouped Summaries with Summarize Function in R.mp4	155.8 MB
6. Grouped Summaries with Summarize Function in R.srt	18.0 KB
/28. Extra/
1. Complete Python Data Science, Deep Learning, R Programming.html	0.3 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/3. Fundamentals of Python/
1. Data Types in Python.mp4	43.1 MB
1. Data Types in Python.srt	13.8 KB
10. Exercise Solution in Python.mp4	50.0 MB
10. Exercise Solution in Python.srt	6.5 KB
11. Quiz.html	0.2 KB
2. Operators in Python.mp4	31.1 MB
2. Operators in Python.srt	10.9 KB
3. Conditionals in Python.mp4	36.3 MB
3. Conditionals in Python.srt	9.9 KB
4. Loops in Python.mp4	51.5 MB
4. Loops in Python.srt	12.2 KB
5. Lists, Tuples, Dictionaries and Sets in Python.mp4	69.6 MB
5. Lists, Tuples, Dictionaries and Sets in Python.srt	17.9 KB
6. Data Type Operators and Methods in Python.mp4	42.4 MB
6. Data Type Operators and Methods in Python.srt	9.1 KB
7. Modules in Python.mp4	22.1 MB
7. Modules in Python.srt	5.4 KB
8. Functions in Python.mp4	27.3 MB
8. Functions in Python.srt	9.1 KB
9. Exercise Analyse in Python.mp4	6.0 MB
9. Exercise Analyse in Python.srt	2.2 KB
/4. Object Oriented Programming/
1. Logic of Object Oriented Programming.mp4	17.2 MB
1. Logic of Object Oriented Programming.srt	5.2 KB
2. Constructor in Object Oriented Programming.mp4	35.5 MB
2. Constructor in Object Oriented Programming.srt	7.0 KB
3. Methods in Object Oriented Programming.mp4	24.8 MB
3. Methods in Object Oriented Programming.srt	4.2 KB
4. Inheritance in Object Oriented Programming.mp4	34.2 MB
4. Inheritance in Object Oriented Programming.srt	6.8 KB
5. Overriding and Overloading in OOP.mp4	61.7 MB
5. Overriding and Overloading in OOP.srt	9.5 KB
6. Quiz Python data science, R programming.html	0.2 KB
/5. Python For Data Science Data Science/
1. What Is Data Science.mp4	21.2 MB
1. What Is Data Science.srt	6.7 KB
2. Data Literacy.mp4	10.2 MB
2. Data Literacy.srt	3.4 KB
3. Quiz Data Science, Python Data Science.html	0.2 KB
/6. Using Numpy for Data Manipulation/
1. What is Numpy.mp4	28.0 MB
1. What is Numpy.srt	7.5 KB
2. Array and Features in Numpy Python.mp4	50.2 MB
2. Array and Features in Numpy Python.srt	11.7 KB
3. Array Operators in Numpy.mp4	18.4 MB
3. Array Operators in Numpy.srt	4.3 KB
4. Indexing and Slicing in Numpy Python.mp4	42.3 MB
4. Indexing and Slicing in Numpy Python.srt	8.8 KB
5. Numpy Exercises.mp4	77.8 MB
5. Numpy Exercises.srt	15.0 KB
6. Quiz.html	0.2 KB
/7. Pandas Using Pandas for Data Manipulation/
1. What is Pandas.mp4	21.1 MB
1. What is Pandas.srt	6.5 KB
2. Series and Features.mp4	77.9 MB
2. Series and Features.srt	19.2 KB
/8. Data Frame with Pandas/
1. Data Frame Attributes and Methods.mp4	83.6 MB
1. Data Frame Attributes and Methods.srt	15.8 KB
10. Combining Data Frames Part – II.mp4	88.3 MB
10. Combining Data Frames Part – II.srt	17.6 KB
11. Work with Dataset Files in Pandas.mp4	74.2 MB
11. Work with Dataset Files in Pandas.srt	11.8 KB
12. Quiz.html	0.2 KB
2. Data Frame Attributes and Methods Part – II.mp4	59.7 MB
2. Data Frame Attributes and Methods Part – II.srt	11.5 KB
3. Data Frame Attributes and Methods Part – III.mp4	50.4 MB
3. Data Frame Attributes and Methods Part – III.srt	9.5 KB
4. Multi Index in Pandas.mp4	53.3 MB
4. Multi Index in Pandas.srt	12.1 KB
5. Groupby Operations in Pandas.mp4	55.2 MB
5. Groupby Operations in Pandas.srt	12.5 KB
6. Missing Data and Data Munging in Pandas.mp4	83.2 MB
6. Missing Data and Data Munging in Pandas.srt	22.4 KB
7. Missing Data and Data Munging Part II.mp4	42.8 MB
7. Missing Data and Data Munging Part II.srt	11.0 KB
8. How We Deal with Missing Data.mp4	72.6 MB
8. How We Deal with Missing Data.srt	15.8 KB
9. Combining Data Frames in Pandas.mp4	108.6 MB
9. Combining Data Frames in Pandas.srt	17.5 KB
/9. Matplotlib/
1. What is Matplotlib.mp4	18.7 MB
1. What is Matplotlib.srt	3.6 KB
10. Quiz.html	0.2 KB
2. Using Matplotlib.mp4	27.8 MB
2. Using Matplotlib.srt	7.6 KB
3. Pyplot – Pylab - Matplotlib.mp4	27.9 MB
3. Pyplot – Pylab - Matplotlib.srt	7.4 KB
4. Figure, Subplot and Axes in Matplotlib.mp4	68.8 MB
4. Figure, Subplot and Axes in Matplotlib.srt	17.7 KB
5. Figure Customization in Matplotlib.mp4	61.9 MB
5. Figure Customization in Matplotlib.srt	14.2 KB
6. Plot Customization in matplotlib.mp4	27.0 MB
6. Plot Customization in matplotlib.srt	6.7 KB
7. Grid, Spines, Ticks in python.mp4	23.5 MB
7. Grid, Spines, Ticks in python.srt	8.3 KB
8. Basic Plots in Matplotlib I.mp4	109.5 MB
8. Basic Plots in Matplotlib I.srt	31.0 KB
8.1 age_data.csv	677.3 KB
8.2 scatter_ex.xlsx	11.6 KB
9. Basic Plots in Matplotlib II.mp4	54.0 MB
9. Basic Plots in Matplotlib II.srt	16.0 KB
9.1 winequality.csv	84.2 KB
Total files 317