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Udemy Data Science and AI Masters 2025 From Python To Gen AI

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File Name
Size
Chapter 13-Data Engineering Basics/441 Sustainability Chatbot (GROK AI).mp4
129 MB
Chapter 1-Introduction/1 Welcome Page.mp4
6.5 MB
Chapter 2-Python for Data Science/5 Let s install Python together.mp3
16 MB
Chapter 2-Python for Data Science/5 Let's install Python together!!.mp4
48 MB
Chapter 2-Python for Data Science/6 Google Colab, what s that.mp3
3.5 MB
Chapter 2-Python for Data Science/6 Google Colab, what's that.mp4
10 MB
Chapter 2-Python for Data Science/7 Let s leverage chatGPT for help.mp3
4.8 MB
Chapter 2-Python for Data Science/7 Let's leverage chatGPT for help!!.mp4
14 MB
Chapter 2-Python for Data Science/8 Introduction to Python.mp3
4.5 MB
Chapter 2-Python for Data Science/8 Introduction to Python.mp4
14 MB
Chapter 2-Python for Data Science/9 Variables & Keywords.mp3
18 MB
Chapter 2-Python for Data Science/9 Variables & Keywords.mp4
54 MB
Chapter 2-Python for Data Science/10 Datatypes Operators.mp3
9.2 MB
Chapter 2-Python for Data Science/10 Datatypes Operators.mp4
59 MB
Chapter 2-Python for Data Science/11 Lists.mp3
9.2 MB
Chapter 2-Python for Data Science/11 Lists.mp4
76 MB
Chapter 2-Python for Data Science/12 Tuples.mp3
9.2 MB
Chapter 2-Python for Data Science/12 Tuples.mp4
68 MB
Chapter 2-Python for Data Science/13 Sets.mp3
12 MB
Chapter 2-Python for Data Science/13 Sets.mp4
35 MB
Chapter 2-Python for Data Science/14 Dictionary.mp3
16 MB
Chapter 2-Python for Data Science/14 Dictionary.mp4
48 MB
Chapter 2-Python for Data Science/15 Loops & Iterations.mp3
18 MB
Chapter 2-Python for Data Science/15 Loops & Iterations.mp4
52 MB
Chapter 2-Python for Data Science/16 Functions .mp3
9.2 MB
Chapter 2-Python for Data Science/16 Functions.mp4
64 MB
Chapter 2-Python for Data Science/17 Map Reduce Filter.mp3
9.2 MB
Chapter 2-Python for Data Science/17 Map Reduce Filter.mp4
82 MB
Chapter 2-Python for Data Science/18 File Handling.mp3
18 MB
Chapter 2-Python for Data Science/18 File Handling.mp4
52 MB
Chapter 2-Python for Data Science/19 Control Structures.mp3
8.9 MB
Chapter 2-Python for Data Science/19 Control Structures.mp4
26 MB
Chapter 2-Python for Data Science/20 OOPs.mp3
9.2 MB
Chapter 2-Python for Data Science/20 OOPs.mp4
56 MB
Chapter 2-Python for Data Science/21 NumPy.mp3
26 MB
Chapter 2-Python for Data Science/21 NumPy.mp4
78 MB
Chapter 2-Python for Data Science/22 Pandas.mp3
9.2 MB
Chapter 2-Python for Data Science/22 Pandas.mp4
93 MB
Chapter 2-Python for Data Science/23 Data Visualization.mp3
5.7 MB
Chapter 2-Python for Data Science/23 Data Visualization.mp4
17 MB
Chapter 2-Python for Data Science/24 Matplotlib.mp3
9.2 MB
Chapter 2-Python for Data Science/24 Matplotlib.mp4
72 MB
Chapter 2-Python for Data Science/25 Seaborn.mp3
18 MB
Chapter 2-Python for Data Science/25 Seaborn.mp4
52 MB
Chapter 2-Python for Data Science/Additional_Files/Python+Installation+Guide.pdf
842 kB
Chapter 3-Business Statistics/27 Introduction.mp3
5.4 MB
Chapter 3-Business Statistics/27 Introduction.mp4
16 MB
Chapter 3-Business Statistics/28 Types of Data (Agenda).mp3
614 kB
Chapter 3-Business Statistics/28 Types of Data (Agenda).mp4
1.3 MB
Chapter 3-Business Statistics/29 Descriptive Stats.mp3
7.5 MB
Chapter 3-Business Statistics/29 Descriptive Stats.mp4
22 MB
Chapter 3-Business Statistics/30 Inferential Stats.mp3
2.5 MB
Chapter 3-Business Statistics/30 Inferential Stats.mp4
7.4 MB
Chapter 3-Business Statistics/31 Qualitative Data .mp3
7.9 MB
Chapter 3-Business Statistics/31 Qualitative Data.mp4
23 MB
Chapter 3-Business Statistics/32 Quantitative Data .mp3
3.9 MB
Chapter 3-Business Statistics/32 Quantitative Data.mp4
12 MB
Chapter 3-Business Statistics/33 Sampling Techniques (Agenda) .mp3
1.5 MB
Chapter 3-Business Statistics/33 Sampling Techniques (Agenda).mp4
3.6 MB
Chapter 3-Business Statistics/34 Population vs Sample .mp3
3.5 MB
Chapter 3-Business Statistics/34 Population vs Sample.mp4
9.9 MB
Chapter 3-Business Statistics/35 Why Sampling is important.mp3
3.1 MB
Chapter 3-Business Statistics/35 Why Sampling is important.mp4
9.1 MB
Chapter 3-Business Statistics/36 Types of Sampling .mp3
3.3 MB
Chapter 3-Business Statistics/36 Types of Sampling.mp4
9.7 MB
Chapter 3-Business Statistics/37 Cluster Random Sampling.mp3
4.8 MB
Chapter 3-Business Statistics/37 Cluster Random Sampling.mp4
14 MB
Chapter 3-Business Statistics/38 Probability Sampling .mp3
7.5 MB
Chapter 3-Business Statistics/38 Probability Sampling.mp4
22 MB
Chapter 3-Business Statistics/39 Non probability sampling .mp3
4.9 MB
Chapter 3-Business Statistics/39 Non probability sampling.mp4
14 MB
Chapter 3-Business Statistics/40 Population Sampling .mp3
7.5 MB
Chapter 3-Business Statistics/40 Population Sampling.mp4
22 MB
Chapter 3-Business Statistics/41 Why n-1 and not n.mp3
4.7 MB
Chapter 3-Business Statistics/41 Why n-1 and not n.mp4
14 MB
Chapter 3-Business Statistics/42 Descriptive Analytics (Agenda).mp4
2.3 MB
Chapter 3-Business Statistics/42 Descriptive Analytics (Agenda) .mp3
1.0 MB
Chapter 3-Business Statistics/43 Measures of Central Tendency .mp3
2.3 MB
Chapter 3-Business Statistics/43 Measures of Central Tendency.mp4
5.1 MB
Chapter 3-Business Statistics/44 Mean.mp3
5.1 MB
Chapter 3-Business Statistics/44 Mean.mp4
14 MB
Chapter 3-Business Statistics/45 Median .mp3
6.5 MB
Chapter 3-Business Statistics/45 Median.mp4
19 MB
Chapter 3-Business Statistics/46 Mode .mp3
4.3 MB
Chapter 3-Business Statistics/46 Mode.mp4
13 MB
Chapter 3-Business Statistics/47 Measures of Dispersion.mp3
4.0 MB
Chapter 3-Business Statistics/47 Measures of Dispersion.mp4
12 MB
Chapter 3-Business Statistics/48 Range - rutube.ru (92d07ce6ec6b4695a47933a429b2bf58).mp3
1.6 MB
Chapter 3-Business Statistics/48 Range.mp4
4.4 MB
Chapter 3-Business Statistics/49 IQR .mp3
4.4 MB
Chapter 3-Business Statistics/49 IQR.mp4
12 MB
Chapter 3-Business Statistics/50 Variance Standard Deviation.mp4
27 MB
Chapter 3-Business Statistics/50 Variance Standard Deviation .mp3
9.1 MB
Chapter 3-Business Statistics/51 Mean Deviation .mp3
3.9 MB
Chapter 3-Business Statistics/51 Mean Deviation.mp4
12 MB
Chapter 3-Business Statistics/52 Probability (Agenda).mp4
2.2 MB
Chapter 3-Business Statistics/52 Probability (Agenda) .mp3
938 kB
Chapter 3-Business Statistics/53 Probability .mp3
6.6 MB
Chapter 3-Business Statistics/53 Probability.mp4
20 MB
Chapter 3-Business Statistics/54 Addition Rule .mp3
6.7 MB
Chapter 3-Business Statistics/54 Addition Rule.mp4
20 MB
Chapter 3-Business Statistics/55 Independent Events .mp3
4.3 MB
Chapter 3-Business Statistics/55 Independent Events.mp4
13 MB
Chapter 3-Business Statistics/56 Cumulative Probability.mp3
4.1 MB
Chapter 3-Business Statistics/56 Cumulative Probability.mp4
12 MB
Chapter 3-Business Statistics/57 Conditional Probability .mp3
7.3 MB
Chapter 3-Business Statistics/57 Conditional Probability.mp4
22 MB
Chapter 3-Business Statistics/58 Bayes Theorem 1.mp3
2.0 MB
Chapter 3-Business Statistics/58 Bayes Theorem 1.mp4
5.8 MB
Chapter 3-Business Statistics/59 Bayes Theorem 2 .mp3
4.6 MB
Chapter 3-Business Statistics/59 Bayes Theorem 2.mp4
14 MB
Chapter 3-Business Statistics/60 Probability Distrubution (Agenda).mp4
5.4 MB
Chapter 3-Business Statistics/60 Probability Distrubution (Agenda).mp3
1.9 MB
Chapter 3-Business Statistics/61 Uniform Distribution.mp3
7.4 MB
Chapter 3-Business Statistics/61 Uniform Distribution.mp4
22 MB
Chapter 3-Business Statistics/62 Binomial Distribution .mp3
12 MB
Chapter 3-Business Statistics/62 Binomial Distribution.mp4
35 MB
Chapter 3-Business Statistics/63 Poisson Distribution .mp3
3.2 MB
Chapter 3-Business Statistics/63 Poisson Distribution.mp4
9.5 MB
Chapter 3-Business Statistics/64 Normal Distribution Part 1 .mp3
9.7 MB
Chapter 3-Business Statistics/64 Normal Distribution Part 1.mp4
29 MB
Chapter 3-Business Statistics/65 Normal Distribution Part 2 .mp3
7.0 MB
Chapter 3-Business Statistics/65 Normal Distribution Part 2.mp4
18 MB
Chapter 3-Business Statistics/66 Skewness .mp3
4.4 MB
Chapter 3-Business Statistics/66 Skewness.mp4
13 MB
Chapter 3-Business Statistics/67 Kurtosis.mp3
2.4 MB
Chapter 3-Business Statistics/67 Kurtosis.mp4
7.1 MB
Chapter 3-Business Statistics/68 Calculating Probability with Z-score for Normal Distribution Part 1 .mp3
7.5 MB
Chapter 3-Business Statistics/68 Calculating Probability with Z-score for Normal Distribution Part 1.mp4
22 MB
Chapter 3-Business Statistics/69 Calculating Probability with Z-score for Normal Distribution Part 2 .mp3
4.4 MB
Chapter 3-Business Statistics/69 Calculating Probability with Z-score for Normal Distribution Part 2.mp4
13 MB
Chapter 3-Business Statistics/70 Calculating Probability with Z-score for Normal Distribution Part 3 .mp3
3.3 MB
Chapter 3-Business Statistics/70 Calculating Probability with Z-score for Normal Distribution Part 3.mp4
9.7 MB
Chapter 3-Business Statistics/71 Covariance & Correlation (Agenda).mp4
1.1 MB
Chapter 3-Business Statistics/71 Covariance & Correlation (Agenda).mp3
499 kB
Chapter 3-Business Statistics/72 Covariance.mp3
11 MB
Chapter 3-Business Statistics/72 Covariance.mp4
31 MB
Chapter 3-Business Statistics/73 Correlation .mp3
15 MB
Chapter 3-Business Statistics/73 Correlation.mp4
43 MB
Chapter 3-Business Statistics/74 Covariance VS Correlation.mp3
3.6 MB
Chapter 3-Business Statistics/74 Covariance VS Correlation.mp4
11 MB
Chapter 3-Business Statistics/75 Hypothesis Testing .mp3
6.4 MB
Chapter 3-Business Statistics/75 Hypothesis Testing.mp4
19 MB
Chapter 3-Business Statistics/76 Tailed Tests.mp3
2.4 MB
Chapter 3-Business Statistics/76 Tailed Tests.mp4
7.1 MB
Chapter 3-Business Statistics/77 p-value .mp3
3.9 MB
Chapter 3-Business Statistics/77 p-value.mp4
12 MB
Chapter 3-Business Statistics/78 Types of Test .mp3
7.7 MB
Chapter 3-Business Statistics/78 Types of Test.mp4
16 MB
Chapter 3-Business Statistics/79 T Test .mp3
6.9 MB
Chapter 3-Business Statistics/79 T Test.mp4
21 MB
Chapter 3-Business Statistics/80 Z Test.mp3
8.6 MB
Chapter 3-Business Statistics/80 Z Test.mp4
26 MB
Chapter 3-Business Statistics/81 Chi Square Test .mp3
8.2 MB
Chapter 3-Business Statistics/81 Chi Square Test.mp4
24 MB
Chapter 3-Business Statistics/82 ANOVA .mp3
8.2 MB
Chapter 3-Business Statistics/82 ANOVA.mp4
25 MB
Chapter 3-Business Statistics/83 Correlation Test (Practicals) .mp3
6.4 MB
Chapter 3-Business Statistics/83 Correlation Test (Practicals).mp4
19 MB
Chapter 4-Exploratory Data Analysis/85 Agenda .mp3
2.3 MB
Chapter 4-Exploratory Data Analysis/85 Agenda.mp4
7.0 MB
Chapter 4-Exploratory Data Analysis/86 DA,DS Processes.mp3
6.0 MB
Chapter 4-Exploratory Data Analysis/86 DA,DS Processes.mp4
14 MB
Chapter 4-Exploratory Data Analysis/87 What is EDA.mp3
2.9 MB
Chapter 4-Exploratory Data Analysis/87 What is EDA.mp4
8.6 MB
Chapter 4-Exploratory Data Analysis/88 Visualization.mp3
4.4 MB
Chapter 4-Exploratory Data Analysis/88 Visualization.mp4
13 MB
Chapter 4-Exploratory Data Analysis/89 Steps involved in EDA (Data Sourcing).mp3
4.2 MB
Chapter 4-Exploratory Data Analysis/89 Steps involved in EDA (Data Sourcing).mp4
12 MB
Chapter 4-Exploratory Data Analysis/90 Steps involved in EDA (Data Cleaning).mp3
3.8 MB
Chapter 4-Exploratory Data Analysis/90 Steps involved in EDA (Data Cleaning).mp4
11 MB
Chapter 4-Exploratory Data Analysis/91 Handle Missing Values (Theory).mp3
5.9 MB
Chapter 4-Exploratory Data Analysis/91 Handle Missing Values (Theory).mp4
18 MB
Chapter 4-Exploratory Data Analysis/92 Handle Missing Values (Practicals) .mp3
11 MB
Chapter 4-Exploratory Data Analysis/92 Handle Missing Values (Practicals).mp4
32 MB
Chapter 4-Exploratory Data Analysis/93 Feature Scaling (Theory) .mp3
10 MB
Chapter 4-Exploratory Data Analysis/93 Feature Scaling (Theory).mp4
30 MB
Chapter 4-Exploratory Data Analysis/94 Standardization Example.mp3
3.9 MB
Chapter 4-Exploratory Data Analysis/94 Standardization Example.mp4
12 MB
Chapter 4-Exploratory Data Analysis/95 Normalization Example .mp3
2.3 MB
Chapter 4-Exploratory Data Analysis/95 Normalization Example.mp4
6.8 MB
Chapter 4-Exploratory Data Analysis/96 Feature Scaling (Practicals).mp3
13 MB
Chapter 4-Exploratory Data Analysis/96 Feature Scaling (Practicals).mp4
38 MB
Chapter 4-Exploratory Data Analysis/97 Outlier Treatment (Theory) .mp3
8.6 MB
Chapter 4-Exploratory Data Analysis/97 Outlier Treatment (Theory).mp4
26 MB
Chapter 4-Exploratory Data Analysis/98 Outlier Treatment (Practicals) .mp3
12 MB
Chapter 4-Exploratory Data Analysis/98 Outlier Treatment (Practicals).mp4
37 MB
Chapter 4-Exploratory Data Analysis/99 Invalid Data .mp3
4.4 MB
Chapter 4-Exploratory Data Analysis/99 Invalid Data.mp4
13 MB
Chapter 4-Exploratory Data Analysis/100 Types of Data.mp3
2.7 MB
Chapter 4-Exploratory Data Analysis/100 Types of Data.mp4
5.7 MB
Chapter 4-Exploratory Data Analysis/101 Types of Analysis .mp3
2.4 MB
Chapter 4-Exploratory Data Analysis/101 Types of Analysis.mp4
6.9 MB
Chapter 4-Exploratory Data Analysis/102 Univariate Analysis.mp3
8.3 MB
Chapter 4-Exploratory Data Analysis/102 Univariate Analysis.mp4
25 MB
Chapter 4-Exploratory Data Analysis/103 Bivariate Analysis.mp3
4.8 MB
Chapter 4-Exploratory Data Analysis/103 Bivariate Analysis.mp4
14 MB
Chapter 4-Exploratory Data Analysis/104 Multivariate Analysis .mp3
1.2 MB
Chapter 4-Exploratory Data Analysis/104 Multivariate Analysis.mp4
2.8 MB
Chapter 4-Exploratory Data Analysis/105 Numerical Analysis.mp3
3.6 MB
Chapter 4-Exploratory Data Analysis/105 Numerical Analysis.mp4
11 MB
Chapter 4-Exploratory Data Analysis/106 Analysis Practicals.mp3
28 MB
Chapter 4-Exploratory Data Analysis/106 Analysis Practicals.mp4
82 MB
Chapter 4-Exploratory Data Analysis/107 Derived Metrics .mp3
4.2 MB
Chapter 4-Exploratory Data Analysis/107 Derived Metrics.mp4
12 MB
Chapter 4-Exploratory Data Analysis/108 Feature Binning (Theory) .mp3
6.7 MB
Chapter 4-Exploratory Data Analysis/108 Feature Binning (Theory).mp4
20 MB
Chapter 4-Exploratory Data Analysis/109 Feature Binning (Practicals).mp3
9.9 MB
Chapter 4-Exploratory Data Analysis/109 Feature Binning (Practicals).mp4
30 MB
Chapter 4-Exploratory Data Analysis/110 Feature Encoding (Theory).mp3
11 MB
Chapter 4-Exploratory Data Analysis/110 Feature Encoding (Theory).mp4
34 MB
Chapter 4-Exploratory Data Analysis/111 Feature Encoding (Practicals).mp4
58 MB
Chapter 4-Exploratory Data Analysis/112 Case Study.mp4
48 MB
Chapter 4-Exploratory Data Analysis/113 Data Exploration.mp4
52 MB
Chapter 4-Exploratory Data Analysis/114 Data Cleaning.mp4
26 MB
Chapter 4-Exploratory Data Analysis/115 Univariate Analysis.mp4
39 MB
Chapter 4-Exploratory Data Analysis/116 Bivariate Analysis Part 1.mp4
41 MB
Chapter 4-Exploratory Data Analysis/117 Bivariate Analysis Part 2.mp4
24 MB
Chapter 4-Exploratory Data Analysis/118 EDA Report.mp4
16 MB
Chapter 5-SQL for Data Science/120 Installation .mp3
3.1 MB
Chapter 5-SQL for Data Science/120 Installation.mp4
9.3 MB
Chapter 5-SQL for Data Science/121 Data Architecture - File server vs client server.mp3
6.8 MB
Chapter 5-SQL for Data Science/121 Data Architecture - File server vs client server.mp4
20 MB
Chapter 5-SQL for Data Science/122 Introduction to SQL .mp3
9.0 MB
Chapter 5-SQL for Data Science/122 Introduction to SQL.mp4
27 MB
Chapter 5-SQL for Data Science/123 Constraints in SQL .mp3
15 MB
Chapter 5-SQL for Data Science/123 Constraints in SQL.mp4
44 MB
Chapter 5-SQL for Data Science/124 Table Basics - DDLs .mp3
9.2 MB
Chapter 5-SQL for Data Science/124 Table Basics - DDLs.mp4
62 MB
Chapter 5-SQL for Data Science/125 Table Basics - DQLs .mp3
16 MB
Chapter 5-SQL for Data Science/125 Table Basics - DQLs.mp4
47 MB
Chapter 5-SQL for Data Science/126 Table Basics - DMLs .mp3
9.2 MB
Chapter 5-SQL for Data Science/126 Table Basics - DMLs.mp4
77 MB
Chapter 5-SQL for Data Science/127 Joins .mp3
9.2 MB
Chapter 5-SQL for Data Science/127 Joins.mp4
71 MB
Chapter 5-SQL for Data Science/128 Data Import Export.mp4
86 MB
Chapter 5-SQL for Data Science/128 Data Import Export .mp3
29 MB
Chapter 5-SQL for Data Science/129 Aggregation Functions .mp3
11 MB
Chapter 5-SQL for Data Science/129 Aggregation Functions.mp4
33 MB
Chapter 5-SQL for Data Science/130 String functions.mp3
15 MB
Chapter 5-SQL for Data Science/130 String functions.mp4
46 MB
Chapter 5-SQL for Data Science/131 Date Time Functions .mp3
12 MB
Chapter 5-SQL for Data Science/131 Date Time Functions.mp4
37 MB
Chapter 5-SQL for Data Science/132 Regular Expressions .mp3
8.5 MB
Chapter 5-SQL for Data Science/132 Regular Expressions.mp4
25 MB
Chapter 5-SQL for Data Science/133 Nested Queries .mp3
14 MB
Chapter 5-SQL for Data Science/133 Nested Queries.mp4
41 MB
Chapter 5-SQL for Data Science/134 Views .mp3
12 MB
Chapter 5-SQL for Data Science/134 Views.mp4
35 MB
Chapter 5-SQL for Data Science/135 Stored Procedures.mp3
9.2 MB
Chapter 5-SQL for Data Science/135 Stored Procedures.mp4
70 MB
Chapter 5-SQL for Data Science/136 Windows Function.mp3
9.2 MB
Chapter 5-SQL for Data Science/136 Windows Function.mp4
60 MB
Chapter 5-SQL for Data Science/137 SQL Python connectivity.mp3
9.2 MB
Chapter 5-SQL for Data Science/137 SQL Python connectivity.mp4
55 MB
Chapter 6-Machine Learning/138 Agenda.mp3
2.2 MB
Chapter 6-Machine Learning/138 Agenda.mp4
6.6 MB
Chapter 6-Machine Learning/139 Introduction to ML .mp3
4.5 MB
Chapter 6-Machine Learning/139 Introduction to ML.mp4
13 MB
Chapter 6-Machine Learning/140 Types of ML.mp3
17 MB
Chapter 6-Machine Learning/140 Types of ML.mp4
50 MB
Chapter 6-Machine Learning/141 Use Cases Part 1.mp3
2.0 MB
Chapter 6-Machine Learning/141 Use Cases Part 1.mp4
5.8 MB
Chapter 6-Machine Learning/142 Use Cases Part 2.mp3
1.4 MB
Chapter 6-Machine Learning/142 Use Cases Part 2.mp4
3.6 MB
Chapter 6-Machine Learning/143 Pre-Requisites Features.mp3
11 MB
Chapter 6-Machine Learning/143 Pre-Requisites Features.mp4
32 MB
Chapter 6-Machine Learning/144 Pre-Requisites Train-Test Split.mp3
17 MB
Chapter 6-Machine Learning/144 Pre-Requisites Train-Test Split.mp4
50 MB
Chapter 6-Machine Learning/145 Pre-Requisites Feature Scaling .mp3
10 MB
Chapter 6-Machine Learning/145 Pre-Requisites Feature Scaling.mp4
30 MB
Chapter 6-Machine Learning/146 Pre-Requisites Standardization Example .mp3
3.9 MB
Chapter 6-Machine Learning/146 Pre-Requisites Standardization Example.mp4
12 MB
Chapter 6-Machine Learning/147 Pre-Requisites Normalization Example.mp3
2.3 MB
Chapter 6-Machine Learning/147 Pre-Requisites Normalization Example.mp4
6.8 MB
Chapter 6-Machine Learning/148 Pre-Requisites Feature Encoding.mp3
11 MB
Chapter 6-Machine Learning/148 Pre-Requisites Feature Encoding.mp4
34 MB
Chapter 6-Machine Learning/149 Pre-Requisites Feature Encoding (Practicals) .mp3
9.9 MB
Chapter 6-Machine Learning/149 Pre-Requisites Feature Encoding (Practicals).mp4
29 MB
Chapter 6-Machine Learning/150 Regression Introduction to Regression Models .mp3
5.3 MB
Chapter 6-Machine Learning/150 Regression Introduction to Regression Models.mp4
16 MB
Chapter 6-Machine Learning/151 Regression Regression Metrics.mp3
9.2 MB
Chapter 6-Machine Learning/151 Regression Regression Metrics.mp4
90 MB
Chapter 6-Machine Learning/152 Regression Regression Metrics (Practicals).mp3
17 MB
Chapter 6-Machine Learning/152 Regression Regression Metrics (Practicals).mp4
49 MB
Chapter 6-Machine Learning/153 Regression Simple Linear Regression .mp3
14 MB
Chapter 6-Machine Learning/153 Regression Simple Linear Regression.mp4
28 MB
Chapter 6-Machine Learning/154 Regression Multiple Linear Regression .mp3
11 MB
Chapter 6-Machine Learning/154 Regression Multiple Linear Regression.mp4
30 MB
Chapter 6-Machine Learning/155 Regression Linear Regression (Practicals).mp3
9.2 MB
Chapter 6-Machine Learning/155 Regression Linear Regression (Practicals).mp4
71 MB
Chapter 6-Machine Learning/156 Regression Multiple Linear Regression (Practicals).mp3
12 MB
Chapter 6-Machine Learning/156 Regression Multiple Linear Regression (Practicals).mp4
36 MB
Chapter 6-Machine Learning/157 Regression Polynomial Regression.mp3
9.3 MB
Chapter 6-Machine Learning/157 Regression Polynomial Regression.mp4
24 MB
Chapter 6-Machine Learning/158 Regression Polynomial Regression (Practicals) .mp3
9.2 MB
Chapter 6-Machine Learning/158 Regression Polynomial Regression (Practicals).mp4
72 MB
Chapter 6-Machine Learning/159 Regression Bias Variance Tradeoff.mp3
8.5 MB
Chapter 6-Machine Learning/159 Regression Bias Variance Tradeoff.mp4
20 MB
Chapter 6-Machine Learning/160 Regression Ridge Regression .mp3
12 MB
Chapter 6-Machine Learning/160 Regression Ridge Regression.mp4
33 MB
Chapter 6-Machine Learning/161 Regression Lasso Regression.mp3
8.4 MB
Chapter 6-Machine Learning/161 Regression Lasso Regression.mp4
25 MB
Chapter 6-Machine Learning/162 Regression Lasso & Ridge Regression (Practicals) .mp3
9.2 MB
Chapter 6-Machine Learning/162 Regression Lasso & Ridge Regression (Practicals).mp4
122 MB
Chapter 6-Machine Learning/163 Classification Introduction to Classification.mp3
5.6 MB
Chapter 6-Machine Learning/163 Classification Introduction to Classification.mp4
17 MB
Chapter 6-Machine Learning/164 Classification Types of Classification .mp3
6.1 MB
Chapter 6-Machine Learning/164 Classification Types of Classification.mp4
13 MB
Chapter 6-Machine Learning/165 Classification Log Loss .mp3
15 MB
Chapter 6-Machine Learning/165 Classification Log Loss.mp4
33 MB
Chapter 6-Machine Learning/166 Classification Confusion Matrix .mp3
12 MB
Chapter 6-Machine Learning/166 Classification Confusion Matrix.mp4
36 MB
Chapter 6-Machine Learning/167 Classification AUC ROC Curve .mp3
8.5 MB
Chapter 6-Machine Learning/167 Classification AUC ROC Curve.mp4
25 MB
Chapter 6-Machine Learning/168 Classification Classification Report.mp3
7.0 MB
Chapter 6-Machine Learning/168 Classification Classification Report.mp4
21 MB
Chapter 6-Machine Learning/169 Classification kNN Classifier.mp3
10 MB
Chapter 6-Machine Learning/169 Classification kNN Classifier.mp4
30 MB
Chapter 6-Machine Learning/170 Classification kNN Classifier Example .mp3
9.5 MB
Chapter 6-Machine Learning/170 Classification kNN Classifier Example.mp4
28 MB
Chapter 6-Machine Learning/171 Classification Practicals Part 1 .mp3
13 MB
Chapter 6-Machine Learning/171 Classification Practicals Part 1.mp4
40 MB
Chapter 6-Machine Learning/172 Classification kNN Classifier (Practicals) .mp3
13 MB
Chapter 6-Machine Learning/172 Classification kNN Classifier (Practicals).mp4
39 MB
Chapter 6-Machine Learning/173 Classification Decision Tree .mp3
7.9 MB
Chapter 6-Machine Learning/173 Classification Decision Tree.mp4
25 MB
Chapter 6-Machine Learning/174 Classification Decision Tree (Entropy based) .mp3
13 MB
Chapter 6-Machine Learning/174 Classification Decision Tree (Entropy based).mp4
39 MB
Chapter 6-Machine Learning/175 Classification Decision Tree (gini based) .mp3
9.2 MB
Chapter 6-Machine Learning/175 Classification Decision Tree (gini based).mp4
53 MB
Chapter 6-Machine Learning/176 Classification Decision Tree (Practicals) .mp3
7.4 MB
Chapter 6-Machine Learning/176 Classification Decision Tree (Practicals).mp4
22 MB
Chapter 6-Machine Learning/177 Classification Decision Tree (Visualizing).mp3
9.2 MB
Chapter 6-Machine Learning/177 Classification Decision Tree (Visualizing).mp4
57 MB
Chapter 6-Machine Learning/178 Classification Random Forest Classifier.mp3
5.4 MB
Chapter 6-Machine Learning/178 Classification Random Forest Classifier.mp4
16 MB
Chapter 6-Machine Learning/179 Classification Random Forest Classifier (Practicals) .mp3
4.7 MB
Chapter 6-Machine Learning/179 Classification Random Forest Classifier (Practicals).mp4
14 MB
Chapter 6-Machine Learning/180 Classification Naive Bayes Classifier .mp3
14 MB
Chapter 6-Machine Learning/180 Classification Naive Bayes Classifier.mp4
41 MB
Chapter 6-Machine Learning/181 Classification SVM Classifier Part 1.mp3
14 MB
Chapter 6-Machine Learning/181 Classification SVM Classifier Part 1.mp4
41 MB
Chapter 6-Machine Learning/182 Classification SVM Classifier Part 2 .mp3
13 MB
Chapter 6-Machine Learning/182 Classification SVM Classifier Part 2.mp4
34 MB
Chapter 6-Machine Learning/183 Classification Logistic Regression .mp3
17 MB
Chapter 6-Machine Learning/183 Classification Logistic Regression.mp4
52 MB
Chapter 6-Machine Learning/184 Classification Practicals so far .mp3
9.2 MB
Chapter 6-Machine Learning/184 Classification Practicals so far.mp4
76 MB
Chapter 6-Machine Learning/185 Classification Issues in Classification (Part 1) .mp3
7.7 MB
Chapter 6-Machine Learning/185 Classification Issues in Classification (Part 1).mp4
22 MB
Chapter 6-Machine Learning/186 Classification Issues in Classification (Part 2) .mp3
10 MB
Chapter 6-Machine Learning/186 Classification Issues in Classification (Part 2).mp4
31 MB
Chapter 6-Machine Learning/187 Classification Project .mp3
9.2 MB
Chapter 6-Machine Learning/187 Classification Project.mp4
96 MB
Chapter 6-Machine Learning/188 Ensemble Introduction to Ensemble Learning .mp3
9.2 MB
Chapter 6-Machine Learning/188 Ensemble Introduction to Ensemble Learning.mp4
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Chapter 9-Natural Language Processing/347 Neural Networks LSTMs Part 1 .mp3
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Chapter 9-Natural Language Processing/347 Neural Networks LSTMs Part 1.mp4
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Chapter 9-Natural Language Processing/348 Neural Networks LSTMs Part 2 (Architecture) .mp3
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Chapter 9-Natural Language Processing/354 Neural Networks LSTMs Part 8 (Practicals 1).mp3
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Chapter 9-Natural Language Processing/360 Neural Networks GRU Part 4 (update gate) .mp3
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Chapter 9-Natural Language Processing/361 Neural Networks GRU Part 5 (Practicals) .mp3
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Chapter 10-Transformers and Generative AI/365 Introduction to Transformers .mp3
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Chapter 10-Transformers and Generative AI/366 Self Attention.mp3
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Chapter 10-Transformers and Generative AI/378 AlBERT.mp3
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Chapter 10-Transformers and Generative AI/399 Types of Prompting .mp3
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Chapter 10-Transformers and Generative AI/400 Few Shot Limitations.mp3
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Chapter 10-Transformers and Generative AI/402 Vector Databases.mp3
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Chapter 10-Transformers and Generative AI/Additional_Files/Power+BI+Ebook.pdf
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Chapter 10-Transformers and Generative AI/Additional_Files/RAG+with+GrokAI.ipynb
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Chapter 11-Generative AI (Advanced)/417 Introduction to Flask .mp3
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Chapter 11-Generative AI (Advanced)/418 Flask Basic App .mp3
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Chapter 11-Generative AI (Advanced)/423 Introduction to Data Engineering.mp3
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Chapter 12-ML DL Deployment/430 What are Data Marts .mp3
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