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Data Science Made Easy Hands-On Analytics with No-Code Software Tool KNIME

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File Name
Size
Lesson 1 Data Science Overview/005. 1.4 AIML Evolution.mp4
98 MB
Introduction/001. Data Science Made Easy Introduction.mp4
25 MB
Lesson 1 Data Science Overview/001. Topics.en.srt
498 B
Lesson 1 Data Science Overview/001. Topics.mp4
5.2 MB
Lesson 1 Data Science Overview/002. 1.1 Definition, Terminology, and a Simple Taxonomy.en.srt
15 kB
Lesson 1 Data Science Overview/002. 1.1 Definition, Terminology, and a Simple Taxonomy.mp4
71 MB
Lesson 1 Data Science Overview/003. 1.2 Data Science Process.en.srt
21 kB
Lesson 1 Data Science Overview/003. 1.2 Data Science Process.mp4
91 MB
Lesson 1 Data Science Overview/004. 1.3 Data Science Methods and Algorithms.en.srt
14 kB
Lesson 1 Data Science Overview/004. 1.3 Data Science Methods and Algorithms.mp4
69 MB
Lesson 1 Data Science Overview/005. 1.4 AIML Evolution.en.srt
17 kB
Introduction/001. Data Science Made Easy Introduction.en.srt
3.7 kB
Lesson 2 Data Science Tools/001. Topics.en.srt
822 B
Lesson 2 Data Science Tools/001. Topics.mp4
5.7 MB
Lesson 2 Data Science Tools/002. 2.1 Tool Landscape.en.srt
17 kB
Lesson 2 Data Science Tools/002. 2.1 Tool Landscape.mp4
76 MB
Lesson 2 Data Science Tools/003. 2.2 Introduction to KNIME AP.en.srt
14 kB
Lesson 2 Data Science Tools/003. 2.2 Introduction to KNIME AP.mp4
87 MB
Lesson 2 Data Science Tools/004. 2.3 Nodes and Extensions.en.srt
3.2 kB
Lesson 2 Data Science Tools/004. 2.3 Nodes and Extensions.mp4
8.3 MB
Lesson 2 Data Science Tools/005. 2.4 KNIME Demo with Iris Dataset Part 1.en.srt
11 kB
Lesson 2 Data Science Tools/005. 2.4 KNIME Demo with Iris Dataset Part 1.mp4
41 MB
Lesson 2 Data Science Tools/006. 2.5 KNIME Demo with Iris Dataset Part 2.en.srt
32 kB
Lesson 2 Data Science Tools/006. 2.5 KNIME Demo with Iris Dataset Part 2.mp4
84 MB
Lesson 3 ML Model Development with KNIME/001. Topics.en.srt
631 B
Lesson 3 ML Model Development with KNIME/001. Topics.mp4
4.5 MB
Lesson 3 ML Model Development with KNIME/002. 3.1 Data Ingestion and Preparation Part 1.en.srt
24 kB
Lesson 3 ML Model Development with KNIME/002. 3.1 Data Ingestion and Preparation Part 1.mp4
94 MB
Lesson 3 ML Model Development with KNIME/003. 3.2 Data Ingestion and Preparation Part 2.en.srt
19 kB
Lesson 3 ML Model Development with KNIME/003. 3.2 Data Ingestion and Preparation Part 2.mp4
52 MB
Lesson 3 ML Model Development with KNIME/004. 3.3 ML Model Building and Testing.en.srt
14 kB
Lesson 3 ML Model Development with KNIME/004. 3.3 ML Model Building and Testing.mp4
40 MB
Lesson 3 ML Model Development with KNIME/005. 3.4 Comparative Assessment.en.srt
9.2 kB
Lesson 3 ML Model Development with KNIME/005. 3.4 Comparative Assessment.mp4
29 MB
Lesson 4 Best Practices in Data Science and AIML/001. Topics.en.srt
1.3 kB
Lesson 4 Best Practices in Data Science and AIML/001. Topics.mp4
8.6 MB
Lesson 4 Best Practices in Data Science and AIML/002. 4.1 Data Balancing for Class Imbalance Problem.en.srt
19 kB
Lesson 4 Best Practices in Data Science and AIML/002. 4.1 Data Balancing for Class Imbalance Problem.mp4
79 MB
Lesson 4 Best Practices in Data Science and AIML/003. 4.2 Cross Validation for Bias-Variance Tradeoff.en.srt
16 kB
Lesson 4 Best Practices in Data Science and AIML/003. 4.2 Cross Validation for Bias-Variance Tradeoff.mp4
48 MB
Lesson 4 Best Practices in Data Science and AIML/004. 4.3 Model Ensembles (with Bagging & Boosting).en.srt
18 kB
Lesson 4 Best Practices in Data Science and AIML/004. 4.3 Model Ensembles (with Bagging & Boosting).mp4
62 MB
Lesson 4 Best Practices in Data Science and AIML/005. 4.4 Model Explainability (XAI).en.srt
23 kB
Lesson 4 Best Practices in Data Science and AIML/005. 4.4 Model Explainability (XAI).mp4
80 MB
Lesson 5 Text Analytics/001. Topics.en.srt
858 B
Lesson 5 Text Analytics/001. Topics.mp4
5.6 MB
Lesson 5 Text Analytics/002. 5.1 Overview of Text Mining and Natural Language Processing (NLP).en.srt
9.7 kB
Lesson 5 Text Analytics/002. 5.1 Overview of Text Mining and Natural Language Processing (NLP).mp4
33 MB
Lesson 5 Text Analytics/003. 5.2 Text Mining Process.en.srt
15 kB
Lesson 5 Text Analytics/003. 5.2 Text Mining Process.mp4
55 MB
Lesson 5 Text Analytics/004. 5.3 TM Applications Sentiment Analysis.en.srt
22 kB
Lesson 5 Text Analytics/004. 5.3 TM Applications Sentiment Analysis.mp4
76 MB
Lesson 5 Text Analytics/005. 5.4 TM Applications Topic Modeling.en.srt
15 kB
Lesson 5 Text Analytics/005. 5.4 TM Applications Topic Modeling.mp4
50 MB
Summary/001. Data Science Made Easy Summary.en.srt
2.1 kB
Summary/001. Data Science Made Easy Summary.mp4
15 MB