Data Science and Big Data Analytics
4.0
(2)
16 learners
What you'll learn
This course includes
- 4.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 35 lessons • 4.5 hours of video
Data Science and Big Data Analytics
35 lessons
• 4.5 hours
Data Science and Big Data Analytics
35 lessons
• 4.5 hours
- Big Data and its Sources Explained in Hindi06:17
- Big Data Applications Explained with Example in Hindi10:28
- What is Data Collection and Primary Data Explained in Hindi07:05
- Data Collection : Secondary Data Explained in Hindi03:39
- Data Wrangling Explained in Hindi l Data Science and Big Data Analytics04:35
- Data Cleaning Explained in Hindi l Data Science and Big Data Analytics07:23
- Data Cleaning Techniques Explained with Example in Hindi10:37
- Traditional Data Vs Big Data Explained with Examples in Hindi08:04
- Computer Science Vs Data Science Explained in Hindi04:42
- Big Data Analytics Explained with Examples in Hindi06:00
- Data Reduction Techniques Part-1 Explained with Example in Hindi07:42
- Data Reduction Techniques Part-2 Explained with Example in Hindi06:09
- Equal Width Binning Explained with Solved Example in Hindi04:49
- Equal Frequency Binning Explained with Solved Example in Hindi03:15
- Visualization Types Explained with Examples in Hindi07:28
- Data Visualization : Table Explained in Hindi07:53
- Overfitting and Underfitting Explained with Examples in Hindi ll Machine Learning Course09:16
- Feature Selection Techniques Explained with Examples in Hindi ll Machine Learning Course13:01
- MultiClass Classification Approaches ll One Vs All and One Vs One Classification Explained in Hindi10:49
- Confusion Matrix ll Accuracy,Error Rate,Precision,Recall Explained with Solved Example in Hindi08:22
- Data Science Life Cycle Explained in Hindi07:38
- Curse Of Dimensionality Explained with Examples in Hindi ll Machine Learning Course11:46
- Managing Missing Features Explained with Examples in Hindi ll Machine Learning Course10:36
- Managing Categorical Data Explained with Examples in Hindi ll Machine Learning Course11:22
- Linear Regression Explained in Hindi ll Machine Learning Course14:20
- Logistic Regression Explained in Hindi11:46
- Polynomial Regression Explained in Hindi ll Machine Learning Course10:14
- Ridge Regression Explained in Hindi ll Machine Learning Course11:10
- Conditional Probability Explained with Solved Example and Sample Space in Hindi08:36
- Naive Bayes Classifier ll Data Mining And Warehousing Explained with Solved Example in Hindi10:48
- Data Visualization : Scatter Plot Explained with Example in Hindi06:33
- Correlation Explained in Hindi05:15
- Venn Diagram, E R Diagram, Data Flow Diagram Explained in Hindi07:16
- Charts Part-2 Explained with Example in Hindi06:58
- Elbow method Explained with Example in Hindi08:49
