Course / Course Details

Data Science for Beginners

  • Gayathri Perumal image

    By - Gayathri Perumal

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Course Description

  • This beginner-friendly course introduces the fundamentals of Data Science, covering data collection, cleaning, analysis, visualization, and basic machine learning concepts. Students will learn how to work with datasets, extract meaningful insights, and make data-driven decisions using popular tools and techniques. The course focuses on practical examples and real-world applications, making it ideal for beginners with little or no prior experience in data science.

Course Outcomes

  • Understand the core concepts and workflow of Data Science.
  • Identify different types of data and data sources.
  • Perform basic data cleaning and preprocessing techniques.
  • Analyze datasets to discover patterns and trends.
  • Create charts and visualizations to communicate insights effectively.
  • Understand the fundamentals of statistics used in data analysis.
  • Apply basic machine learning concepts and algorithms.
  • Use Python libraries commonly used in Data Science.
  • Interpret analytical results to support decision-making.
  • Build a simple end-to-end data science project using real-world datasets.

Course Curriculum

  • 1 chapters
  • 86 lectures
  • 0 quizzes
  • N/A total length
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1 Data Science Career Path | Data Science Explained | Intellipaat
50.13 Min

2 How to be a Data Scientist | Skills to Become a Data Scientist | Intellipaat
1.19 Min

3 Strategies To Learn Data Science | How to Get a Data Science Job | Intellipaat
40.41 Min

4 Excel for Data Analytics | Data Analytics using Excel Full Course | Intellipaat
9 Hours

5 Overview of Data Analytics For Business by IIT Madras Intellipaat
4.02 Min

6 What is Data Analytics | Data Analytics in 5 Minutes | Intellipaat
4.59 Min

7 How Can a Nontechnical Person become a Data Scientist | Data Analytics for Non Technical
32.51 Min

8 Python Data Science Course | Learn Python for Data Science | Intellipaat
11 Hours

9 Top 10 Reason to Learn Data Science | Why Data Science | Why to Learn Data Science | Intellipaat
7.37 Min

10 What is Data Science | Data Science in 5 Minutes | Introduction to Data Science | Intellipaat
4.09 Min

11 Skills Needed to Become Data Scientist | How to Become Data Scientist | Intellipaat
56.4 Min

12 Data Science Career Path for 2022 | How to Make Career in Data Science | Intellipaat
1 Hour

13 Data Analytics for Non Technical Background | Data Analytics for Non Programmers | Intellipaat
51.05 Min

14 Python Data Science Course | Python Data Science Training | Intellipaat
11 Hours

15 Data Science For Non IT Background | Data Science For Non Engineers | Intellipaat
1 Hour

16 How to Learn Data Analytics Step By Step | How to Learn Data Analytics | Intellipaat
55.35 Min

17 Data Science Project from Scratch | Simple Data Science Project | Intellipaat
30.08 Min

18 Excel For Data Analytics Tutorial | Data Analytics In Excel Full Course | Intellipaat
8 Hours

19 Data Science Career Roadmap For 2022 | Best Way To Become A Data Scientist | Intellipaat
36.46 Min

20 Data Science For Non Programmers | Data Science For Non Technical Background | Intellipaat
47.01 Min

21 Data Science Jobs for 2022 | How To Get Data Science Job | Data Science | Intellipaat
5.51 Min

22 How to Learn Data Science | How to get Data Science Job | Data Science | Intellipaat
57.16 Min

23 Data Analytics For Non IT Background | Data Analytics For Non Programmers | Intellipaat
33.4 Min

24 Python Data Science Course | Data Science Python | Python Data Science | Intellipaat
11.55 Min

25 https://www.youtube.com/live/6ve92eG8XlM?si=l1Iat2Ft5HEJcYo9
1 Hour

26 Data Science Tutorial | Data Science For Beginners | Data Science | Intellipaat
8 Hours 20.45 Min

27 Excel Tips And Tricks | Microsoft Excel Shortcuts | Learn Excel | Intellipaat
33.06 Min

28 Data Modelling With R | Statistical Modelling In R | R Tutorial | Intellipaat
1 Hour

29 How Banks Prevents Loan Defaults Using Data Science | Data Science Application In Banking
2 Hours

30 KNIME Tutorial For Beginners | KNIME Course | KNIME For Machine Learning | Intellipaat
1 Hour

31 How Is Data Science Changing The World | Importance Of Data Science | Intellipaat Shorts
1 Hour

32 Credit Card Fraud Detection Using Machine Learning And Python | Data Science Projects | Intellipaat
52.4 Min

33 Data Analytics For Non Tech | Data Analyst Career Guide | How to Become A Data Analyst | Intellipaat
1 Hour

34 Exploratory Data Analysis Tutorial | What Is EDA | How EDA Works | EDA In Python | Intellipaat
40.55 Min

35 Predicting Employee Attrition Rate Using Machine Learning And Python | HR Analytics Case Study
1 Hour

36 How Blockchain Helps In Data Science | Blockchain In Data Science | Intellipaat
7.41 Min

37 Future Trends In Data Science | Future Scope Of Data Science | Importance Of Data Science
1 Hour

38 Computer Vision Tutorial | Introduction To Computer Vision | Copmputer Vision Projects | Intellipaat
38.07 Min

39 Introduction to Data Science Tutorial | What is Data Science | Data Science for Beginners
15.3 Min

40 Top 10 Data Science Projects | Best Data Science Projects | Data Science Project Ideas | Intellipaat
7.1 Min

41 What Is Data As A Service DaaS | Introduction To Data As A Service | What is DaaS | Intellipaat
9.4 Min

42 GPT3 | What Is GPT3 | GPT3 Explained | Deep Learning In Gaming | Intellipaat
9.42 Min

43 Statistics in Data Science Tutorial | data Science Certification | Data Science | Intellipaat
28.5 Min

44 Recurrent Neural Network | What Is Recurrent Neural Network | RNN Explained | Intellipaat
27.46 Min

45 Statistics And Probability Tutorial | Statistics And Probability In Data Science | Intellipaat
1 Hour

46 Hypothesis Testing | Hypothesis Testing Tutorial | What is Hypothesis Testing | Intellipaat
30 Min

47 Top 10 Facts About Data Science | Unknown Facts About Data Science | Data Science | Intellipaat
13.05 Min

48 Bivariate Regression Tutorial | Data Science Tutorial | Learn Data Science | Intellipaat
14.56 Min

49 Top 10 Facts About Data Science | Unknown Facts About Data Science | Data Science | Intellipaat
13.05 Min

50 Statistics in Data Science | Data Analysis | Data Scientist | Intellipaat
33.26 Min

51 Data Science Tutorial | Learn Data Science | Data Science for Beginners | Intellipaat
7.11 Min

52 Data Analytics For Beginners 2020 | What Is Data Analytics | Intellipaat
36.14 Min

53 What is Business Analytics | Introduction to Business Analytics Tutorial | Intellipaat
7.53 Min

54 Introduction to Data Science with R | R Tutorial for Beginners | R Programming Tutorial |Intellipaat
1 Hour

55 Data Science Webinar | Data Science Career | Data Science Tutorial | Intellipaat
47.03 Min

56 What is Data Science | Data Science Tutorial | Data Science For Beginners | Intellipaat
21.08 Min

57 R Programming For Data Science | R Language Tutorial | R Tutorial | Intellipaat
22.2 Min

58 How to Become Data Scientist in 2020 | Data Scientist Career | Data Science Tutorial | Intellipaat
7.09 Min

59 Data Science with R | Data Science Tutorial | R Programming for Beginners
23.32 Min

60 Logistic Regression in R | Machine Learning Algorithms | Data Science Tutorial | Intellipaat
19.54 Min

61 Statistics Interview Questions | Statistics Interview Questions and Answers | Intellipaat
49.25 Min

62 Data Science Career | Career in Data Science | How to Start Career in Data Science | Intellipaat
29.45 Min

63 Data Science with Python | Python For Data Science Course | Intellipaat
11 Hours

64 Data Science Crash Course 1 Day | Data Science Tutorial for Beginners | Intellipaat
4 Hours

65 Data Science with Python Crash Course 1 Day | Data Science with Python Full Course | Intellipaat
9 Hours

66 Data Science for Non Technical | Data Science for Non Programmers | Intellipaat
33.3 Min

67 Top 5 Data Science Certifications | Best Data Science Certification | Data Science Courses
23.46 Min

68 Data Science Python Course | Python with Data Science Course | Intellipaat
11 Hours

69 Data Science Tutorial | Learn Data Science | Data Science Course | Intellipaat
8 Hours

70 Maths for Data Science | How to Learn Maths for Data Science | Intellipaat
23.45 Min

71 Data Science Course | Data Science Training | Data Science Tutorial for Beginners | Intellipaat
11 Hours

72 Data Science Engineer Resume | Data Scientist Resume | Data Science Resume Tips | Intellipaat
15.55 Min

73 How to Learn Data Science | Learn Data Science For Free | Learn Data Science | Intellipaat
10.25 Min

74 Data Architect Salary in India | Factors Affecting Data Architect Salary |Data Architect Career Path
9.25 Min

75 How To Become Data Scientist | Data Scientist Roles And Responsibilities | Intellipaat
52.04 Min

76 What is Power BI | Introduction To Microsoft Power BI | Power BI For Beginners | Intellipaat
20.01 Min

77 How to Become Data Analyst | Data Analyst Skills | Data Analyst Salary | Intellipaat
8.55 Min

78 ASP vs ASP Net | Difference Between ASP vs ASP Net | What is Asp Net | Intellipaat
22.05 Min

79 Easy Way To Become Data Scientist | Learn Data Science For Free | Intellipaat
52.35 Min

80 Data Science Course | Data Science Full Course | Data Scientist For Beginners | Intellipaat
9 Hours

81 How to Become Data Analyst | What do Data Analysts Do | How to Learn Data Analytics | Intellipaat
1.05 Min

82 Data Analytics Full Course 2021 | Data Analytics Skills Required | Data Analytics Class
6 Hours

83 Data Science Explained | How To Learn Data Science in 2021 | Intellipaat
52.276 Min

84 Overview of Advance Data Science AI Course by IIT Madras Intellipaat
3.25 Min

85 Data Analyst Course | Data Analytics Training | Intellipaat
10.03 Min

86 How to Become Data Analyst without Experience | Data Analyst Career Path | Intellipaat
1 Hour

Instructor

Gayathri Perumal

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137 Courses

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  • Duration N/A

  • Lectures 86 lessons

  • Enrolled 0 students

  • Category: Programming

  • 0 Quizzes

  • Language: English

  • Skill Level Beginner

  • Certificate of Completion

  • Full lifetime access

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