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文档列表

06 Mathematics for Python/069 Why is Linear Algebra Useful.mp4 127.1 MB
16 pandas DataFrames/150 A Few Comments on Using .loc[] and .iloc[].mp4 110.8 MB
26 Data Visualization/235 Introduction into Colors and Color Theory.mp4 89.2 MB
09 Working with Text Files/108 Importing _.json Files.mp4 84.5 MB
09 Working with Text Files/105 Importing Data with NumPy - .loadtxt() vs genfromtxt().mp4 80.0 MB
09 Working with Text Files/103 Importing _.csv Files with pandas - Part III.mp4 78.7 MB
22 NumPy - Preprocessing/194 Stacking Ndarrays.mp4 78.2 MB
25 Solution to the _Absenteeism_ Exercise/221 Splitting the Reasons for Absence into Multiple Dummy Variables.mp4 76.4 MB
26 Data Visualization/237 Bar Chart - How to Create a Bar Chart Using Python.mp4 73.4 MB
26 Data Visualization/233 Why Learn Data Visualization_.mp4 73.1 MB
26 Data Visualization/242 Pie Chart - Why You Should Never Create a Pie Graph.mp4 72.3 MB
08 Pandas - Basics/085 the pandas Documentation.mp4 71.8 MB
02 Introduction to Data Analytics/008 Data Analyst Job Description.mp4 71.4 MB
22 NumPy - Preprocessing/190 Argument Where in NumPy.mp4 69.5 MB
26 Data Visualization/234 Choosing the Right Visualization – What Are Some Popular Approaches and Framewor.mp4 69.4 MB
25 Solution to the _Absenteeism_ Exercise/223 Grouping the Reason for Absence Columns.mp4 69.2 MB
26 Data Visualization/250 Line Chart - How to Make a Good Line Chart.mp4 66.4 MB
01 Introduction to the Course/002 What Does the Course Cover_.mp4 63.7 MB
09 Working with Text Files/106 Importing Data with NumPy - Partial Cleaning While Importing.mp4 63.2 MB
22 NumPy - Preprocessing/188 Sorting Ndarrays.mp4 62.4 MB
01 Introduction to the Course/001 A Practical Example - What Will You Learn in This Course_.mp4 60.9 MB
05 Fundamentals for Coding in Python/056 Introduction to Using NumPy and pandas.mp4 60.4 MB
25 Solution to the _Absenteeism_ Exercise/216 Eyeball Your Data First.mp4 59.0 MB
11 Must-Know Python Tools/124 List Comprehensions.mp4 58.1 MB
25 Solution to the _Absenteeism_ Exercise/219 Dropping the 'ID' Column.mp4 57.8 MB
26 Data Visualization/257 Scatter Plot - How to Create a Scatter Plot Using Python.mp4 56.1 MB
02 Introduction to Data Analytics/006 Relevant Terms Explained.mp4 55.3 MB
23 A Loan Data Example with NumPy/210 Manipulating Numeric Data_ Currency Change - From USD to EUR.mp4 55.2 MB
26 Data Visualization/248 Line Chart - How to Create a Line Chart in Python.mp4 54.8 MB
19 Working with Arrays/162 Basic Slicing in NumPy.mp4 54.8 MB
18 NumPy DataTypes/158 ndarrays.mp4 54.8 MB
23 A Loan Data Example with NumPy/197 Setting Up_ Introduction to the Practical Example.mp4 54.7 MB
12 Data Gathering_Data Collection/126 What is data gathering_data collection_.mp4 54.5 MB
22 NumPy - Preprocessing/184 Checking for Missing Values in Ndarrays.mp4 54.5 MB
09 Working with Text Files/101 Importing _.csv Files with pandas - Part I.mp4 54.1 MB
08 Pandas - Basics/075 Introduction to the pandas Library.mp4 54.0 MB
23 A Loan Data Example with NumPy/204 Manipulating Text Data_ Grade and Sub Grade.mp4 54.0 MB
14 Data Cleaning and Data Preprocessing/139 Data Cleaning and Data Preprocessing.mp4 53.6 MB
05 Fundamentals for Coding in Python/058 The Python Documentation.mp4 52.9 MB
08 Pandas - Basics/087 Creating DataFrames from Scratch - Part I.mp4 52.9 MB
25 Solution to the _Absenteeism_ Exercise/226 Working on the 'Date' Column.mp4 52.7 MB
26 Data Visualization/261 Regression Plot - How to Create a Regression Scatter Plot Using Python.mp4 52.6 MB
16 pandas DataFrames/147 Data Selection in pandas DataFrames.mp4 52.5 MB
26 Data Visualization/244 Stacked Area Chart - How to Create a Stacked Area Chart Using Python.mp4 52.2 MB
23 A Loan Data Example with NumPy/206 Manipulating Text Data_ State Address.mp4 52.0 MB
09 Working with Text Files/095 Principles of Importing Data in Python.mp4 51.6 MB
09 Working with Text Files/099 Importing Text Files in Python ( open() ).mp4 51.1 MB
09 Working with Text Files/111 An Important Exercise on Importing Data in Python.mp4 50.9 MB
22 NumPy - Preprocessing/195 Concatenating Ndarrays.mp4 50.1 MB
10 Working with Text Data/120 Using the .format() Method.mp4 49.9 MB
18 NumPy DataTypes/160 Strings vs Object vs Number.mp4 48.9 MB
11 Must-Know Python Tools/123 Triple Nested For Loops.mp4 48.8 MB
23 A Loan Data Example with NumPy/211 Completing the Dataset.mp4 48.7 MB
23 A Loan Data Example with NumPy/208 Manipulating Numeric Data_ Substitute Filler Values.mp4 48.6 MB
02 Introduction to Data Analytics/009 Why Python.mp4 48.2 MB
26 Data Visualization/265 Bar and Line Chart - How to Create a Combination Bar and Line Graph Using Python.mp4 47.9 MB
22 NumPy - Preprocessing/192 Casting Ndarrays.mp4 47.8 MB
22 NumPy - Preprocessing/186 Reshaping Ndarrays.mp4 47.3 MB
03 Setting up the Environment/011 Programming Explained in a Few Minutes.mp4 46.9 MB
06 Mathematics for Python/068 Dot Product of Matrices.mp4 46.3 MB
21 Statistics with NumPy/175 Using Statistical Functions in NumPy.mp4 46.2 MB
26 Data Visualization/254 Histogram – Choosing the Number of Bins in a Histogram.mp4 46.1 MB
08 Pandas - Basics/076 Installing and Running pandas.mp4 45.9 MB
09 Working with Text Files/109 Prelude to Working with Excel Files in Python.mp4 45.9 MB
21 Statistics with NumPy/180 Histograms in NumPy (Part 1).mp4 45.8 MB
22 NumPy - Preprocessing/185 Substituting Missing Values in Ndarrays.mp4 44.6 MB
22 NumPy - Preprocessing/191 Shuffling Ndarrays.mp4 44.6 MB
08 Pandas - Basics/077 Introduction to pandas Series.mp4 44.2 MB
25 Solution to the _Absenteeism_ Exercise/227 Extracting the Month Value from the 'Date' Column.mp4 43.9 MB
15 pandas Series/141 Converting Series into Arrays.mp4 43.8 MB
16 pandas DataFrames/148 Data Selection - Indexing with .iloc[].mp4 43.4 MB
05 Fundamentals for Coding in Python/057 What is Software Documentation_.mp4 43.2 MB
08 Pandas - Basics/088 Creating DataFrames from Scratch - Part II.mp4 42.8 MB
13 APIs (POST requests are not needed for this course)/134 iTunes API.mp4 42.7 MB
05 Fundamentals for Coding in Python/054 Modules, Packages, and the Python Standard Library.mp4 42.4 MB
23 A Loan Data Example with NumPy/203 Manipulating Text Data_ Loan Status and Term.mp4 42.3 MB
06 Mathematics for Python/061 Linear Algebra and Geometry.mp4 42.1 MB
03 Setting up the Environment/017 Jupyter - Handling Error Messages.mp4 41.4 MB
11 Must-Know Python Tools/125 Anonymous (Lambda) Functions.mp4 40.4 MB
22 NumPy - Preprocessing/189 Argument Sort in NumPy.mp4 40.2 MB
26 Data Visualization/267 Bar and Line Chart – How to Make a Good Bar and Line Graph.mp4 40.0 MB
08 Pandas - Basics/081 More on Working with Indices in Python.mp4 39.5 MB
23 A Loan Data Example with NumPy/198 Setting Up_ Importing the Data Set.mp4 39.2 MB
26 Data Visualization/262 Regression Plot – Interpreting the Regression Scatter Plot.mp4 39.0 MB
17 NumPy Fundamentals/154 Types of Data Supported by NumPy.mp4 39.0 MB
07 NumPy Basics/073 The NumPy Documentation.mp4 38.8 MB
07 NumPy Basics/070 The NumPy Package and Why We Use It.mp4 38.8 MB
22 NumPy - Preprocessing/193 Striping Values from Ndarrays.mp4 38.4 MB
13 APIs (POST requests are not needed for this course)/130 Introducing the Exchange Rates API.mp4 38.2 MB
20 Generating Data with NumPy/172 Probability Distributions in NumPy.mp4 38.1 MB
08 Pandas - Basics/082 Using Methods in Python - Part I.mp4 38.0 MB
21 Statistics with NumPy/176 Minimal and Maximal Values in NumPy.mp4 37.9 MB
16 pandas DataFrames/145 A Revision to pandas DataFrames.mp4 37.6 MB
25 Solution to the _Absenteeism_ Exercise/220 Analysis of the 'Reason for Absence' Column.mp4 37.5 MB
23 A Loan Data Example with NumPy/209 Manipulating Numeric Data_ Currency Change – The Exchange Rate.mp4 37.5 MB
21 Statistics with NumPy/177 Statistical Order Functions in NumPy.mp4 37.3 MB
22 NumPy - Preprocessing/196 Finding Unique Values in Ndarrays.mp4 37.3 MB
26 Data Visualization/240 Pie Chart - How to Create a Pie Chart Using Python.mp4 37.2 MB
26 Data Visualization/232 What Is Data Visualization and Why Is It Important_.mp4 37.1 MB
20 Generating Data with NumPy/170 Random Generators and Seeds.mp4 37.1 MB
09 Working with Text Files/115 Saving Your Data with NumPy - np.save().mp4 36.6 MB
26 Data Visualization/246 Stacked Area Chart - How to Make a Good Stacked Area Chart.mp4 36.4 MB
08 Pandas - Basics/078 Working with Attributes in Python.mp4 36.4 MB
25 Solution to the _Absenteeism_ Exercise/230 Modifying the 'Education' Column.mp4 36.2 MB
25 Solution to the _Absenteeism_ Exercise/224 Concatenating Columns in a pandas DataFrame.mp4 35.9 MB
13 APIs (POST requests are not needed for this course)/137 Pagination_ GitHub API.mp4 35.4 MB
16 pandas DataFrames/146 Common Attributes for Working with DataFrames.mp4 35.4 MB
19 Working with Arrays/165 Dimensions and the Squeeze Function.mp4 35.4 MB
23 A Loan Data Example with NumPy/200 Setting Up_ Splitting the Dataset.mp4 35.1 MB
20 Generating Data with NumPy/173 Applications of Random Data in NumPy.mp4 35.0 MB
09 Working with Text Files/100 Importing Text Files in Python ( with open() ).mp4 35.0 MB
26 Data Visualization/249 Line Chart - Interpretation.mp4 34.8 MB
06 Mathematics for Python/066 Transpose.mp4 34.7 MB
26 Data Visualization/239 Pie Chart - Introduction - General Theory and Dataset.mp4 34.7 MB
17 NumPy Fundamentals/155 Characteristics of NumPy Functions Part 1.mp4 34.5 MB
23 A Loan Data Example with NumPy/205 Manipulating Text Data_ Verification Status & URL.mp4 34.3 MB
13 APIs (POST requests are not needed for this course)/132 More Functionalities of the Exchange Rates API.mp4 34.0 MB
09 Working with Text Files/093 Structured vs Semi-Structured and Unstructured Data.mp4 33.9 MB
13 APIs (POST requests are not needed for this course)/127 Overview of APIs.mp4 33.8 MB
08 Pandas - Basics/080 Label-based vs Position-based Indexing.mp4 33.2 MB
18 NumPy DataTypes/159 Arrays vs Lists.mp4 32.8 MB
03 Setting up the Environment/012 Jupyter - Introduction.mp4 32.7 MB
15 pandas Series/143 Attribute and Method Chaining.mp4 32.7 MB
26 Data Visualization/255 Histogram - How to Make a Good Histogram.mp4 32.1 MB
17 NumPy Fundamentals/151 Indexing in NumPy.mp4 32.0 MB
23 A Loan Data Example with NumPy/199 Setting Up_ Checking for Incomplete Data.mp4 31.8 MB
08 Pandas - Basics/084 Parameters vs Arguments.mp4 31.1 MB
09 Working with Text Files/116 Saving Your Data with NumPy - np.savez().mp4 31.1 MB
03 Setting up the Environment/013 Jupyter - Installing Anaconda.mp4 31.0 MB
26 Data Visualization/263 Regression Plot - How to Make a Good Regression Plot.mp4 31.0 MB
26 Data Visualization/251 Histogram - Introduction - General Theory. Getting to Know the Dataset.mp4 30.9 MB
11 Must-Know Python Tools/122 Nested For Loops - Introduction.mp4 30.9 MB
15 pandas Series/144 .sort_index().mp4 30.8 MB
09 Working with Text Files/096 More on Text Files (_.txt vs _.csv).mp4 30.8 MB
09 Working with Text Files/091 Working with Files in Python - An Introduction.mp4 30.6 MB
09 Working with Text Files/094 Data Connectivity through Text Files.mp4 30.5 MB
06 Mathematics for Python/064 Adding and Subtracting Matrices.mp4 30.2 MB
09 Working with Text Files/114 Saving Your Data with pandas.mp4 30.2 MB
13 APIs (POST requests are not needed for this course)/133 Coding a Simple Currency Conversion Calculator.mp4 30.1 MB
16 pandas DataFrames/149 Data Selection - Indexing with .loc[].mp4 29.8 MB
02 Introduction to Data Analytics/005 Introduction to the World of Business and Data.mp4 29.7 MB
19 Working with Arrays/163 Stepwise Slicing in NumPy.mp4 29.7 MB
26 Data Visualization/252 Histogram - How to Create a Histogram Using Python.mp4 29.5 MB
26 Data Visualization/259 Scatter Plot - How to Make a Good Scatter Plot.mp4 29.2 MB
15 pandas Series/140 .unique(), .nunique().mp4 29.1 MB
08 Pandas - Basics/079 Using an Index in pandas.mp4 29.1 MB
19 Working with Arrays/164 Conditional Slicing in NumPy.mp4 29.1 MB
15 pandas Series/142 .sort_values().mp4 29.0 MB
02 Introduction to Data Analytics/007 Data Analyst Compared to Other Data Jobs.mp4 29.0 MB
09 Working with Text Files/117 Saving Your Data with NumPy - np.savetxt().mp4 28.9 MB
20 Generating Data with NumPy/167 Arrays of 0s and 1s.mp4 28.8 MB
06 Mathematics for Python/059 What Is а Matrix_.mp4 28.1 MB
26 Data Visualization/264 Bar and Line Chart - Introduction - General Theory. Getting to Know the Dataset.mp4 27.7 MB
05 Fundamentals for Coding in Python/053 Object-Oriented Programming (OOP).mp4 27.7 MB
23 A Loan Data Example with NumPy/202 Manipulating Text Data_ Issue Date.mp4 27.6 MB
09 Working with Text Files/113 A Note on Importing Files in Jupyter.mp4 27.5 MB
17 NumPy Fundamentals/153 Elementwise Properties of Arrays.mp4 27.3 MB
20 Generating Data with NumPy/171 Basic Random Functions in NumPy.mp4 27.3 MB
25 Solution to the _Absenteeism_ Exercise/229 Understanding the Meaning of 5 More Columns.mp4 27.2 MB
06 Mathematics for Python/060 Scalars and Vectors.mp4 27.1 MB
25 Solution to the _Absenteeism_ Exercise/217 Note_ Programming vs the Rest of the World.mp4 26.9 MB
20 Generating Data with NumPy/169 A Non-Random Sequence of Numbers.mp4 26.8 MB
21 Statistics with NumPy/178 Averages and Variance in NumPy.mp4 26.5 MB
22 NumPy - Preprocessing/187 Removing Values from Ndarrays.mp4 26.5 MB
04 Python Basics/033 Conditional Statements - The ELIF Statement.mp4 26.3 MB
08 Pandas - Basics/086 Introduction to pandas DataFrames.mp4 26.2 MB
25 Solution to the _Absenteeism_ Exercise/228 Creating the 'Day of the Week' Column.mp4 26.1 MB
27 Conclusion/269 Conclusion.mp4 25.7 MB
26 Data Visualization/260 Regression Plot - Introduction - General Theory. Getting to Know the Dataset.mp4 25.6 MB
26 Data Visualization/243 Stacked Area Chart - Introduction - General Theory. Getting to Know the Dataset.mp4 25.5 MB
21 Statistics with NumPy/181 Histograms in NumPy (Part 2).mp4 25.4 MB
04 Python Basics/021 Types of Data - Strings.mp4 25.3 MB
04 Python Basics/030 Operators - Logical and Identity Operators.mp4 25.2 MB
13 APIs (POST requests are not needed for this course)/128 GET and POST Requests.mp4 25.2 MB
09 Working with Text Files/102 Importing _.csv Files with pandas - Part II.mp4 25.2 MB
04 Python Basics/044 Sequences - List Slicing.mp4 25.1 MB
06 Mathematics for Python/062 Arrays in Python.mp4 25.0 MB
09 Working with Text Files/092 File vs File Object, Read vs Parse.mp4 25.0 MB
03 Setting up the Environment/015 Jupyter - Working with Notebook Files.mp4 24.9 MB
26 Data Visualization/266 Bar and Line Chart – Interpreting the Combination Bar and Line Graph.mp4 23.9 MB
26 Data Visualization/258 Scatter Plot – Interpreting the Scatter Plot.mp4 23.9 MB
26 Data Visualization/245 Stacked Area Chart - Interpreting the Stacked Area Graph.mp4 23.9 MB
11 Must-Know Python Tools/121 Iterating Over Range Objects.mp4 23.5 MB
09 Working with Text Files/104 Importing Data with the _index_col_ Parameter.mp4 23.4 MB
13 APIs (POST requests are not needed for this course)/129 Data Exchange Format for APIs_ JSON.mp4 23.3 MB
26 Data Visualization/238 Bar Chart – Interpreting the Bar Graph. How to Make a Good Bar Graph.mp4 23.3 MB
09 Working with Text Files/112 Importing Data with the pandas' _Squeeze_ Parameter.mp4 22.9 MB
13 APIs (POST requests are not needed for this course)/131 Including Parameters in a GET Request.mp4 22.7 MB
06 Mathematics for Python/067 Dot Product of Vectors.mp4 22.6 MB
17 NumPy Fundamentals/156 Characteristics of NumPy Functions Part 2.mp4 22.4 MB
08 Pandas - Basics/083 Using Methods in Python - Part II.mp4 21.5 MB
23 A Loan Data Example with NumPy/207 Manipulating Text Data_ Converting Strings and Creating a Checkpoint.mp4 21.4 MB
26 Data Visualization/256 Scatter Plot - Introduction - General Theory. Getting to Know the Dataset.mp4 21.4 MB
21 Statistics with NumPy/179 Covariance and Correlation in NumPy.mp4 21.3 MB
23 A Loan Data Example with NumPy/201 Setting Up_ Creating Checkpoints.mp4 21.0 MB
06 Mathematics for Python/063 What Is a Tensor_.mp4 21.0 MB
13 APIs (POST requests are not needed for this course)/136 iTunes API_ Structuring and Exporting the Data.mp4 20.7 MB
24 The _Absenteeism_ Exercise - Introduction/213 The _Absenteeism_ Exercise from a Business Perspective.mp4 20.7 MB
17 NumPy Fundamentals/152 Assigning Values in NumPy.mp4 20.7 MB
21 Statistics with NumPy/182 NAN Equivalent Functions in NumPy.mp4 20.4 MB
04 Python Basics/046 Sequences - Dictionaries.mp4 20.1 MB
09 Working with Text Files/098 Common Naming Conventions Used in Programming.mp4 19.1 MB
25 Solution to the _Absenteeism_ Exercise/215 How to Complete the Absenteeism Exercise.mp4 19.0 MB
04 Python Basics/036 Functions - Creating a Function with a Parameter.mp4 19.0 MB
25 Solution to the _Absenteeism_ Exercise/218 Using a Statistical Approach to Solve Our Exercise.mp4 18.7 MB
04 Python Basics/041 Functions - Notable Built-in Functions in Python.mp4 18.7 MB
25 Solution to the _Absenteeism_ Exercise/231 Final Remarks on the Absenteeism Exercise.mp4 18.7 MB
04 Python Basics/042 Sequences - Lists.mp4 18.5 MB
20 Generating Data with NumPy/168 __like_ functions in NumPy.mp4 18.3 MB
26 Data Visualization/236 Bar Chart - Introduction - General Theory and Getting to Know the Dataset.mp4 18.2 MB
03 Setting up the Environment/016 Jupyter - Using Shortcuts.mp4 18.2 MB
04 Python Basics/043 Sequences - Using Methods.mp4 18.1 MB
08 Pandas - Basics/089 Additional Notes on Using DataFrames.mp4 18.1 MB
26 Data Visualization/247 Line Chart - Introduction - General Theory. Getting to Know the Dataset.mp4 17.9 MB
09 Working with Text Files/110 Working with Excel Data (the _.xlsx Format).mp4 17.9 MB
26 Data Visualization/253 Histogram – Interpreting the Histogram.mp4 17.0 MB
07 NumPy Basics/072 Ndarray.mp4 16.4 MB
04 Python Basics/022 Basic Python Syntax - Arithmetic Operators.mp4 16.2 MB
26 Data Visualization/241 Pie Chart – Interpreting the Pie Chart.mp4 16.1 MB
04 Python Basics/049 Iteration - Create Lists with the range() Function.mp4 15.4 MB
04 Python Basics/019 Python Variables.mp4 14.8 MB
09 Working with Text Files/097 Fixed-width Files.mp4 14.5 MB
03 Setting up the Environment/010 Introduction.mp4 14.5 MB
04 Python Basics/020 Types of Data - Numbers and Boolean Values.mp4 14.4 MB
04 Python Basics/045 Sequences - Tuples.mp4 14.2 MB
04 Python Basics/052 Iteration - Iterating over Dictionaries.mp4 14.1 MB
05 Fundamentals for Coding in Python/055 Importing Modules.mp4 13.8 MB
04 Python Basics/048 Iteration - While Loops and Incrementing.mp4 13.7 MB
04 Python Basics/039 Functions - Combining Conditional Statements and Functions.mp4 13.7 MB
04 Python Basics/050 Iteration - Use Conditional Statements and Loops Together.mp4 13.2 MB
25 Solution to the _Absenteeism_ Exercise/225 Reordering Columns in a DataFrame.mp4 13.0 MB
03 Setting up the Environment/014 Jupyter - Intro to Using Jupyter.mp4 12.7 MB
25 Solution to the _Absenteeism_ Exercise/222 Working with Dummy Variables - A Statistical Perspective.mp4 12.6 MB
24 The _Absenteeism_ Exercise - Introduction/214 The Dataset.mp4 12.5 MB
04 Python Basics/047 Iteration - For Loops.mp4 12.1 MB
04 Python Basics/037 Functions - Another Way to Define a Function.mp4 11.7 MB
04 Python Basics/032 Conditional Statements - The ELSE Statement.mp4 11.3 MB
04 Python Basics/031 Conditional Statements - The IF Statement.mp4 11.3 MB
06 Mathematics for Python/065 Errors When Adding Matrices.mp4 10.7 MB
24 The _Absenteeism_ Exercise - Introduction/212 An Introduction to the _Absenteeism_ Exercise.mp4 10.1 MB
07 NumPy Basics/071 Installing_Upgrading NumPy.mp4 9.5 MB
04 Python Basics/034 Conditional Statements - A Note on Boolean Values.mp4 9.3 MB
03 Setting up the Environment/018 Jupyter - Restarting the Kernel.mp4 8.8 MB
04 Python Basics/029 Operators - Comparison Operators.mp4 8.6 MB
04 Python Basics/051 Iteration - Conditional Statements, Functions, and Loops.mp4 8.5 MB
04 Python Basics/038 Functions - Using a Function in Another Function.mp4 6.8 MB
04 Python Basics/035 Functions - Defining a Function in Python.mp4 6.6 MB
04 Python Basics/040 Functions - Creating Functions That Contain a Few Arguments.mp4 6.3 MB
04 Python Basics/028 Basic Python Syntax - Indentation.mp4 5.7 MB
09 Working with Text Files/119 Working with Text Files - Conclusion.mp4 5.4 MB
04 Python Basics/023 Basic Python Syntax - The Double Equality Sign.mp4 5.2 MB
04 Python Basics/027 Basic Python Syntax - Indexing Elements.mp4 5.1 MB
04 Python Basics/025 Basic Python Syntax - Add Comments.mp4 4.9 MB
04 Python Basics/024 Basic Python Syntax - Reassign Values.mp4 3.5 MB
04 Python Basics/026 Basic Python Syntax - Line Continuation.mp4 2.2 MB
09 Working with Text Files/098 Data-Analyst-Common-Naming-Conventions.pdf 659.2 kB
01 Introduction to the Course/004 FAQ.html 19.7 kB
16 pandas DataFrames/150 A Few Comments on Using .loc[] and .iloc[].en.srt 17.7 kB
22 NumPy - Preprocessing/190 Argument Where in NumPy.en.srt 16.1 kB
09 Working with Text Files/105 Importing Data with NumPy - .loadtxt() vs genfromtxt().en.srt 14.7 kB
05 Fundamentals for Coding in Python/056 Introduction to Using NumPy and pandas.en.srt 14.7 kB
19 Working with Arrays/162 Basic Slicing in NumPy.en.srt 14.6 kB
08 Pandas - Basics/085 the pandas Documentation.en.srt 14.4 kB
09 Working with Text Files/099 Importing Text Files in Python ( open() ).en.srt 14.3 kB
26 Data Visualization/237 Bar Chart - How to Create a Bar Chart Using Python.en.srt 14.0 kB
22 NumPy - Preprocessing/194 Stacking Ndarrays.en.srt 13.9 kB
22 NumPy - Preprocessing/188 Sorting Ndarrays.en.srt 13.8 kB
22 NumPy - Preprocessing/184 Checking for Missing Values in Ndarrays.en.srt 13.3 kB
06 Mathematics for Python/069 Why is Linear Algebra Useful.en.srt 13.2 kB
10 Working with Text Data/120 Using the .format() Method.en.srt 13.1 kB
11 Must-Know Python Tools/124 List Comprehensions.en.srt 13.1 kB
18 NumPy DataTypes/158 ndarrays.en.srt 12.9 kB
22 NumPy - Preprocessing/185 Substituting Missing Values in Ndarrays.en.srt 12.8 kB
23 A Loan Data Example with NumPy/204 Manipulating Text Data_ Grade and Sub Grade.en.srt 12.5 kB
26 Data Visualization/235 Introduction into Colors and Color Theory.en.srt 12.5 kB
21 Statistics with NumPy/175 Using Statistical Functions in NumPy.en.srt 12.2 kB
21 Statistics with NumPy/180 Histograms in NumPy (Part 1).en.srt 11.8 kB
23 A Loan Data Example with NumPy/210 Manipulating Numeric Data_ Currency Change - From USD to EUR.en.srt 11.7 kB
12 Data Gathering_Data Collection/126 What is data gathering_data collection_.en.srt 11.5 kB
08 Pandas - Basics/077 Introduction to pandas Series.en.srt 11.2 kB
23 A Loan Data Example with NumPy/208 Manipulating Numeric Data_ Substitute Filler Values.en.srt 11.1 kB
25 Solution to the _Absenteeism_ Exercise/221 Splitting the Reasons for Absence into Multiple Dummy Variables.en.srt 10.9 kB
25 Solution to the _Absenteeism_ Exercise/223 Grouping the Reason for Absence Columns.en.srt 10.7 kB
16 pandas DataFrames/147 Data Selection in pandas DataFrames.en.srt 10.6 kB
11 Must-Know Python Tools/125 Anonymous (Lambda) Functions.en.srt 10.5 kB
22 NumPy - Preprocessing/191 Shuffling Ndarrays.en.srt 10.3 kB
05 Fundamentals for Coding in Python/058 The Python Documentation.en.srt 10.1 kB
06 Mathematics for Python/068 Dot Product of Matrices.en.srt 10.1 kB
26 Data Visualization/242 Pie Chart - Why You Should Never Create a Pie Graph.en.srt 10.0 kB
09 Working with Text Files/106 Importing Data with NumPy - Partial Cleaning While Importing.en.srt 9.9 kB
26 Data Visualization/257 Scatter Plot - How to Create a Scatter Plot Using Python.en.srt 9.9 kB
23 A Loan Data Example with NumPy/203 Manipulating Text Data_ Loan Status and Term.en.srt 9.8 kB
09 Working with Text Files/103 Importing _.csv Files with pandas - Part III.en.srt 9.8 kB
18 NumPy DataTypes/160 Strings vs Object vs Number.en.srt 9.7 kB
26 Data Visualization/234 Choosing the Right Visualization – What Are Some Popular Approaches and Framewor.en.srt 9.7 kB
21 Statistics with NumPy/177 Statistical Order Functions in NumPy.en.srt 9.6 kB
26 Data Visualization/250 Line Chart - How to Make a Good Line Chart.en.srt 9.5 kB
03 Setting up the Environment/017 Jupyter - Handling Error Messages.en.srt 9.5 kB
23 A Loan Data Example with NumPy/211 Completing the Dataset.en.srt 9.4 kB
23 A Loan Data Example with NumPy/209 Manipulating Numeric Data_ Currency Change – The Exchange Rate.en.srt 9.3 kB
21 Statistics with NumPy/176 Minimal and Maximal Values in NumPy.en.srt 9.2 kB
14 Data Cleaning and Data Preprocessing/139 Data Cleaning and Data Preprocessing.en.srt 9.2 kB
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