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Complete Data Science Deep Learning R Data Science 2021 [CoursesGhar]
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00. Websites You May Like
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1. Complete Data Science, Deep Learning, R Data Science 2021 GiriÅŸ [CoursesGhar.Com]
1. Be Smart and Use Data But How Answer is Data Science with Python.mp4
1. Be Smart and Use Data But How Answer is Data Science with Python.srt
10. Seaborn [CoursesGhar.Com]
1. What is Seaborn.mp4
1. What is Seaborn.srt
2. Controlling Figure Aesthetics.mp4
2. Controlling Figure Aesthetics.srt
3. Example.mp4
3. Example.srt
4. Color Palettes.mp4
4. Color Palettes.srt
5. Basic Plots in Seaborn.mp4
6. Multi-Plots in Seaborn.mp4
6. Multi-Plots in Seaborn.srt
7. Regression Plots and Squarify.mp4
7. Regression Plots and Squarify.srt
11. Geoplotlib [CoursesGhar.Com]
1. What is Geoplotlib.mp4
1. What is Geoplotlib.srt
2. Example - 1.mp4
2. Example - 1.srt
3. Example - 2.mp4
3. Example - 2.srt
4. Example - 3.mp4
4. Example - 3.srt
12. Data Science Hands-On Projects [CoursesGhar.Com]
1. Analyse Data With Different Data Sets Titanic Project.mp4
1. Analyse Data With Different Data Sets Titanic Project.srt
2. Titanic Project Answers.mp4
2. Titanic Project Answers.srt
3. Project II Bike Sharing.mp4
3. Project II Bike Sharing.srt
4. Bike Sharing Project Answers.mp4
4. Bike Sharing Project Answers.srt
5. Project III Housing and Property Sales.mp4
5. Project III Housing and Property Sales.srt
6. Answer for Housing and Property Sales Project.mp4
6. Answer for Housing and Property Sales Project.srt
7. Project IV English Premier League.mp4
7. Project IV English Premier League.srt
8. Answers for English Premier League Project.mp4
8. Answers for English Premier League Project.srt
13. Machine Learning [CoursesGhar.Com]
1. AI, Machine Learning and Deep Learning.mp4
1. AI, Machine Learning and Deep Learning.srt
10. Supervised Machine Learning Methods - 3.mp4
10. Supervised Machine Learning Methods - 3.srt
11. Supervised Machine Learning Methods - 4.mp4
11. Supervised Machine Learning Methods - 4.srt
12. Unsupervised Machine Learning Methods.mp4
12. Unsupervised Machine Learning Methods.srt
13. Gathering data.mp4
13. Gathering data.srt
14. Data pre-processing.mp4
14. Data pre-processing.srt
15. Choosing the right algorithm and model.mp4
15. Choosing the right algorithm and model.srt
16. Training and testing the model.mp4
16. Training and testing the model.srt
17. Evaluation.mp4
17. Evaluation.srt
2. History of Machine Learning.mp4
2. History of Machine Learning.srt
3. Turing Machine and Turing Test.mp4
3. Turing Machine and Turing Test.srt
4. What is Deep Learning.mp4
4. What is Deep Learning.srt
5. Learning representations from data.mp4
5. Learning representations from data.srt
6. Workflow of Machine Learning.mp4
6. Workflow of Machine Learning.srt
7. Machine Learning Methods.mp4
7. Machine Learning Methods.srt
8. Supervised Machine Learning Methods - 1.mp4
8. Supervised Machine Learning Methods - 1.srt
9. Supervised Machine Learning Methods - 2.mp4
9. Supervised Machine Learning Methods - 2.srt
14. Artificial Neural Network [CoursesGhar.Com]
1. What is Artificial Neural Network (ANN).mp4
1. What is Artificial Neural Network (ANN).srt
2. Anatomy of Neural Network.mp4
2. Anatomy of Neural Network.srt
3. Creating a Simple ANN.mp4
3. Creating a Simple ANN.srt
4. Tensor Operations.mp4
4. Tensor Operations.srt
5. Tensor Operations 2.mp4
5. Tensor Operations 2.srt
6. Keras API.mp4
6. Keras API.srt
7. Optimizers.mp4
7. Optimizers.srt
8. What is TensorFlow.mp4
8. What is TensorFlow.srt
15. Convolutional Neural Network (CNN) [CoursesGhar.Com]
1. What is CNN.mp4
1. What is CNN.srt
16. Recurrent Neural Network and LTSM [CoursesGhar.Com]
1. Understanding RNN and LSTM Networks.mp4
1. Understanding RNN and LSTM Networks.srt
17. Transfer Learning [CoursesGhar.Com]
1. What is Transfer Learning.mp4
1. What is Transfer Learning.srt
18. Projects [CoursesGhar.Com]
1. Project - 1.mp4
1. Project - 1.srt
2. Project - 2.mp4
2. Project - 2.srt
3. Project - 3.mp4
3. Project - 3.srt
4. Project - 4.mp4
4. Project - 4.srt
19. Environment Installation for R [CoursesGhar.Com]
1. Downloading and Installing R & R Studio.mp4
1. Downloading and Installing R & R Studio.srt
2. R Console Versus R Studio.mp4
2. R Console Versus R Studio.srt
2. Setting Up Python for Mac and Windows [CoursesGhar.Com]
1. Installing Anaconda for Windows.mp4
1. Installing Anaconda for Windows.srt
2. Installing Anaconda for Mac.mp4
2. Installing Anaconda for Mac.srt
3. Let's Meet Jupyter Notebook for Windows.mp4
3. Let's Meet Jupyter Notebook for Windows.srt
4. Basics of Jupyter Notebook for Mac.mp4
4. Basics of Jupyter Notebook for Mac.srt
20. Data Management in R [CoursesGhar.Com]
1. Getting Data into R.mp4
1. Getting Data into R.srt
2. Data Manipulation.mp4
2. Data Manipulation.srt
3. Graphs and Charts.mp4
3. Graphs and Charts.srt
21. Examining and Managing Data Structures in R [CoursesGhar.Com]
1. Vector Basics.mp4
1. Vector Basics.srt
2. Atomic Vector Types.mp4
2. Atomic Vector Types.srt
3. Converting Data Types of Atomic Vectors.mp4
3. Converting Data Types of Atomic Vectors.srt
4. Test Functions.mp4
4. Test Functions.srt
5. Vector Recycling and Iterations.mp4
5. Vector Recycling and Iterations.srt
6. Naming Vectors.mp4
6. Naming Vectors.srt
7. Subsetting Vectors.mp4
7. Subsetting Vectors.srt
22. Lists [CoursesGhar.Com]
1. Lists.mp4
1. Lists.srt
23. Arrays [CoursesGhar.Com]
1. Arrays.mp4
1. Arrays.srt
2. Subsections of an Array.mp4
2. Subsections of an Array.srt
24. Matrices [CoursesGhar.Com]
1. Matrices.mp4
1. Matrices.srt
2. Naming Matrix Row and Columns.mp4
2. Naming Matrix Row and Columns.srt
3. Calculating With Matrices.mp4
3. Calculating With Matrices.srt
25. Data Frames [CoursesGhar.Com]
1. Introduction to Data Frames.mp4
1. Introduction to Data Frames.srt
2. Naming Variables and Observations in DF.mp4
2. Naming Variables and Observations in DF.srt
3. Manipulating Values in DF.mp4
3. Manipulating Values in DF.srt
4. Adding and Removing Variables.mp4
4. Adding and Removing Variables.srt
5. Tibbles in R.mp4
5. Tibbles in R.srt
26. Factors [CoursesGhar.Com]
1. Introduction to Factors.mp4
1. Introduction to Factors.srt
2. Manipulating Categorical Data with Forcats.mp4
2. Manipulating Categorical Data with Forcats.srt
27. Data Transformation in R [CoursesGhar.Com]
1. Introduction to Data Transformation.mp4
1. Introduction to Data Transformation.srt
2. Select Columns with Select Function.mp4
2. Select Columns with Select Function.srt
3. Filtering Rows with Filter Function.mp4
3. Filtering Rows with Filter Function.srt
4. Arranging Rows with Arrange Function.mp4
4. Arranging Rows with Arrange Function.srt
5. Adding New Variables with Mutate Function.mp4
5. Adding New Variables with Mutate Function.srt
6. Grouped Summaries with Summarize Function.mp4
6. Grouped Summaries with Summarize Function.srt
3. Fundamentals of Python [CoursesGhar.Com]
1. Data Types in Python.mp4
1. Data Types in Python.srt
10. Exercise Solution.mp4
10. Exercise Solution.srt
2. Operators in Python.mp4
2. Operators in Python.srt
3. Conditionals.mp4
3. Conditionals.srt
4. Loops.mp4
4. Loops.srt
5. Lists, Tuples, Dictionaries and Sets.mp4
5. Lists, Tuples, Dictionaries and Sets.srt
6. Data Type Operators and Methods.mp4
6. Data Type Operators and Methods.srt
7. Modules in Python.mp4
7. Modules in Python.srt
8. Functions in Python.mp4
8. Functions in Python.srt
9. Exercise Analyse.mp4
9. Exercise Analyse.srt
4. Object Oriented Programming [CoursesGhar.Com]
1. Logic of Object Oriented Programming.mp4
1. Logic of Object Oriented Programming.srt
2. Constructor.mp4
2. Constructor.srt
3. Methods.mp4
3. Methods.srt
4. Inheritance.mp4
4. Inheritance.srt
5. Overriding and Overloading.mp4
5. Overriding and Overloading.srt
5. Python For Data Science Data Science [CoursesGhar.Com]
1. What Is Data Science.mp4
1. What Is Data Science.srt
2. Data Literacy.mp4
2. Data Literacy.srt
6. Using Numpy for Data Manipulation [CoursesGhar.Com]
1. What is Numpy.mp4
1. What is Numpy.srt
2. Array and Features.mp4
2. Array and Features.srt
3. Array Operators.mp4
3. Array Operators.srt
4. Indexing and Slicing.mp4
4. Indexing and Slicing.srt
5. Numpy Exercises.mp4
5. Numpy Exercises.srt
7. Pandas Using Pandas for Data Manipulation [CoursesGhar.Com]
1. What is Pandas.mp4
1. What is Pandas.srt
2. Series and Features.mp4
2. Series and Features.srt
8. Data Frame with Pandas [CoursesGhar.Com]
1. Data Frame Attributes and Methods.mp4
1. Data Frame Attributes and Methods.srt
10. Combining Data Frames Part – II.mp4
10. Combining Data Frames Part – II.srt
11. Work with Dataset Files.mp4
11. Work with Dataset Files.srt
2. Data Frame Attributes and Methods Part – II.mp4
2. Data Frame Attributes and Methods Part – II.srt
3. Data Frame Attributes and Methods Part – III.mp4
3. Data Frame Attributes and Methods Part – III.srt
4. Multi Index.mp4
4. Multi Index.srt
5. Groupby Operations.mp4
5. Groupby Operations.srt
6. Missing Data and Data Munging.mp4
6. Missing Data and Data Munging.srt
7. Missing Data and Data Munging Part II.mp4
7. Missing Data and Data Munging Part II.srt
8. How We Deal with Missing Data.mp4
8. How We Deal with Missing Data.srt
9. Combining Data Frames.mp4
9. Combining Data Frames.srt
9. Matplotlib [CoursesGhar.Com]
1. What is Matplotlib.mp4
1. What is Matplotlib.srt
2. Using Matplotlib.mp4
2. Using Matplotlib.srt
3. Pyplot – Pylab - Matplotlib.mp4
3. Pyplot – Pylab - Matplotlib.srt
4. Figure, Subplot and Axes.mp4
4. Figure, Subplot and Axes.srt
5. Figure Customization.mp4
5. Figure Customization.srt
6. Plot Customization.mp4
6. Plot Customization.srt
7. Grid, Spines, Ticks.mp4
7. Grid, Spines, Ticks.srt
8. Basic Plots in Matplotlib I.mp4
8. Basic Plots in Matplotlib I.srt
9. Basic Plots in Matplotlib II.mp4
9. Basic Plots in Matplotlib II.srt
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