Data Science Full Course 2026: Beginner to Advanced | Simplilearn
This Data Science Full Course 2026 by Simplilearn is a comprehensive training program designed for beginners and aspirants aiming to become professional data scientists. The course starts with an overview of what data science is, why it is important, and the essential skills required to succeed in the field. It also covers the roles, responsibilities, and salary expectations of a data scientist, helping learners understand the career path.
Learners explore statistics, data analysis, and Python and R programming, building a strong foundation for applying machine learning algorithms. Core algorithms such as linear regression, logistic regression, and other fundamental ML techniques are explained with examples in both Python and R. The course also introduces advanced topics like Natural Language Processing (NLP), enabling learners to handle text-based data efficiently.
Hands-on exercises, tutorials, and practical demonstrations ensure that learners gain real-world experience in data handling, model training, and evaluation. The course concludes with top data science interview questions and answers, preparing learners to confidently tackle technical interviews and land jobs in data science.
This one-stop solution equips learners with the knowledge, tools, and practical skills required to become successful data scientists, making it ideal for beginners, career switchers, and professionals seeking to upskill.
تاريخ التحديثمنذ 3 أيام
اللغةالإنجليزية
عدد الدروس93 درس
إجمالي الوقت230:42:08 ساعة
المستوىمبتدئ
محتوى الكورس
جميع الدروس
51:04
Data Science Full Course 2026 | Data Science For Beginners | Data Science From Scratch | Simplilearn
43:55
Data Science Tutorial | Data Science for Beginners | Data Science with Python Tutorial | Simplilearn
16:09
Top 5 Python Libraries For Data Science | Python Libraries Explained | Python Tutorial | Simplilearn
35:46
Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn
30:32
Linear Regression in R | Linear Regression in R With Example | Data Science Algorithms | Simplilearn
38:17
Logistic Regression | Logistic Regression in Python | Machine Learning Algorithms | Simplilearn
19:31
Logistic Regression in R | Logistic Regression in R Example | Data Science Algorithms | Simplilearn
32:40
Decision Tree In Machine Learning | Decision Tree Algorithm In Python |Machine Learning |Simplilearn
46:21
Decision Tree In R | Decision Tree Algorithm | Data Science Tutorial | Machine Learning |Simplilearn
45:35
Random Forest Algorithm - Random Forest Explained | Random Forest in Machine Learning | Simplilearn
27:01
Random Forest In R | Random Forest Algorithm | Random Forest Tutorial |Machine Learning |Simplilearn
27:43
KNN Algorithm In Machine Learning | KNN Algorithm Using Python | K Nearest Neighbor | Simplilearn
26:43
Support Vector Machine - How Support Vector Machine Works | SVM In Machine Learning | Simplilearn
21:03
Support Vector Machine in R | SVM Algorithm Explained with Example | Data Science in R | Simplilearn
32:49
Time Series Analysis - 1 | Time Series in Excel | Time Series Forecasting | Data Science|Simplilearn
26:17
Time Series Analysis - 2 | Time Series in R | ARIMA Model Forecasting | Data Science | Simplilearn
06:44
Data Scientist vs Data Analyst vs Data Engineer - Role & Responsibility, Skills, Salary |Simplilearn
33:36
Data Scientist Salary, Skills, Jobs And Resume | Data Scientist Career | Data Science | Simplilearn
15:56
Best Books To Learn Data Science 2020 | Data Science For Beginners | Data Science | Simplilearn
18:00
How To Become A Data Scientist In 2026 | Data Scientist Roadmap 2026 | Data Science | Simplilearn
57:12
Data Science Expert Course 2026🔥| Become Data Science Expert | Data Science Full Course |Simplilearn
25:02
Data Science Week Day - 1 | Python & Mathematics For Data Science | Data Science Course |Simplilearn
48:53
Data Science Week Day - 2 | R Programming For Data Science | R Programming Full Course | Simplilearn
55:35
Data Science Week Day - 4 | Data Visualization Course - Tableau, Power BI and Excel | Simplilearn
56:46
Data Science Week Day - 5 | Machine Learning Full Course | Machine Learning Tutorial | Simplilearn
01:25
Data Science Week Day - 6 | Deep Learning With TensorFlow Course | TensorFlow Course | Simplilearn
29:39
Data Science Week Day - 6 | Deep Learning With TensorFlow Course | TensorFlow Course | Simplilearn
06:07
Binomial Distribution In Probability | Binomial Distribution Explained | Statistics | Simplilearn
07:54
Top 10 Reasons to Learn Data Science in 2026 | Why Learn Data Science? | Data Science | Simplilearn
04:33
What Is Correlation? | Types of Correlation | Correlation Coefficient | Statistics | Simplilearn
04:28
Poisson Distribution In Probability And Statistics | Poisson Distribution Problems | Simplilearn
25:00
Types Of Distribution In Statistics | Probability Distribution Explained | Statistics | Simplilearn
15:41
Bias And Variance In Statistics | Bias And Variance Explained | Learn Statistics | Simplilearn
12:00
Data Science Full Course 2026 | Data Science For Beginners | Data Science From Scratch | Simplilearn
06:01
Data Science Tutorial | Data Science for Beginners | Data Science with Python Tutorial | Simplilearn
08:36
Top 5 Python Libraries For Data Science | Python Libraries Explained | Python Tutorial | Simplilearn
12:53
Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn
10:12
Linear Regression in R | Linear Regression in R With Example | Data Science Algorithms | Simplilearn
04:28
Logistic Regression | Logistic Regression in Python | Machine Learning Algorithms | Simplilearn
11:09
Logistic Regression in R | Logistic Regression in R Example | Data Science Algorithms | Simplilearn
15:07
Decision Tree In Machine Learning | Decision Tree Algorithm In Python |Machine Learning |Simplilearn
46:22
Decision Tree In R | Decision Tree Algorithm | Data Science Tutorial | Machine Learning |Simplilearn
07:14
Random Forest Algorithm - Random Forest Explained | Random Forest in Machine Learning | Simplilearn
13:48
Random Forest In R | Random Forest Algorithm | Random Forest Tutorial |Machine Learning |Simplilearn
06:37
KNN Algorithm In Machine Learning | KNN Algorithm Using Python | K Nearest Neighbor | Simplilearn
11:10
Support Vector Machine - How Support Vector Machine Works | SVM In Machine Learning | Simplilearn
04:52
Support Vector Machine in R | SVM Algorithm Explained with Example | Data Science in R | Simplilearn
07:23
Time Series Analysis - 1 | Time Series in Excel | Time Series Forecasting | Data Science|Simplilearn
58:08
Time Series Analysis - 2 | Time Series in R | ARIMA Model Forecasting | Data Science | Simplilearn
06:53
Data Scientist vs Data Analyst vs Data Engineer - Role & Responsibility, Skills, Salary |Simplilearn
13:11
Data Scientist Salary, Skills, Jobs And Resume | Data Scientist Career | Data Science | Simplilearn
07:48
Best Books To Learn Data Science 2020 | Data Science For Beginners | Data Science | Simplilearn
05:27
How To Become A Data Scientist In 2026 | Data Scientist Roadmap 2026 | Data Science | Simplilearn
50:00
Data Science Expert Course 2026🔥| Become Data Science Expert | Data Science Full Course |Simplilearn
13:04
Data Science Week Day - 1 | Python & Mathematics For Data Science | Data Science Course |Simplilearn
58:49
Data Science Week Day - 2 | R Programming For Data Science | R Programming Full Course | Simplilearn
29:36
Data Science Week Day - 4 | Data Visualization Course - Tableau, Power BI and Excel | Simplilearn
39:54
Data Science Week Day - 5 | Machine Learning Full Course | Machine Learning Tutorial | Simplilearn
05:48
Data Science Week Day - 6 | Deep Learning With TensorFlow Course | TensorFlow Course | Simplilearn
51:36
Data Science Week Day - 6 | Deep Learning With TensorFlow Course | TensorFlow Course | Simplilearn
محتوى الكورس
جميع الدروس
51:04
Data Science Full Course 2026 | Data Science For Beginners | Data Science From Scratch | Simplilearn
43:55
Data Science Tutorial | Data Science for Beginners | Data Science with Python Tutorial | Simplilearn
16:09
Top 5 Python Libraries For Data Science | Python Libraries Explained | Python Tutorial | Simplilearn
35:46
Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn
30:32
Linear Regression in R | Linear Regression in R With Example | Data Science Algorithms | Simplilearn
38:17
Logistic Regression | Logistic Regression in Python | Machine Learning Algorithms | Simplilearn
19:31
Logistic Regression in R | Logistic Regression in R Example | Data Science Algorithms | Simplilearn
32:40
Decision Tree In Machine Learning | Decision Tree Algorithm In Python |Machine Learning |Simplilearn
46:21
Decision Tree In R | Decision Tree Algorithm | Data Science Tutorial | Machine Learning |Simplilearn
45:35
Random Forest Algorithm - Random Forest Explained | Random Forest in Machine Learning | Simplilearn
27:01
Random Forest In R | Random Forest Algorithm | Random Forest Tutorial |Machine Learning |Simplilearn
27:43
KNN Algorithm In Machine Learning | KNN Algorithm Using Python | K Nearest Neighbor | Simplilearn
26:43
Support Vector Machine - How Support Vector Machine Works | SVM In Machine Learning | Simplilearn
21:03
Support Vector Machine in R | SVM Algorithm Explained with Example | Data Science in R | Simplilearn
32:49
Time Series Analysis - 1 | Time Series in Excel | Time Series Forecasting | Data Science|Simplilearn
26:17
Time Series Analysis - 2 | Time Series in R | ARIMA Model Forecasting | Data Science | Simplilearn
06:44
Data Scientist vs Data Analyst vs Data Engineer - Role & Responsibility, Skills, Salary |Simplilearn
33:36
Data Scientist Salary, Skills, Jobs And Resume | Data Scientist Career | Data Science | Simplilearn
15:56
Best Books To Learn Data Science 2020 | Data Science For Beginners | Data Science | Simplilearn
18:00
How To Become A Data Scientist In 2026 | Data Scientist Roadmap 2026 | Data Science | Simplilearn
57:12
Data Science Expert Course 2026🔥| Become Data Science Expert | Data Science Full Course |Simplilearn
25:02
Data Science Week Day - 1 | Python & Mathematics For Data Science | Data Science Course |Simplilearn
48:53
Data Science Week Day - 2 | R Programming For Data Science | R Programming Full Course | Simplilearn
55:35
Data Science Week Day - 4 | Data Visualization Course - Tableau, Power BI and Excel | Simplilearn
56:46
Data Science Week Day - 5 | Machine Learning Full Course | Machine Learning Tutorial | Simplilearn
01:25
Data Science Week Day - 6 | Deep Learning With TensorFlow Course | TensorFlow Course | Simplilearn
29:39
Data Science Week Day - 6 | Deep Learning With TensorFlow Course | TensorFlow Course | Simplilearn
06:07
Binomial Distribution In Probability | Binomial Distribution Explained | Statistics | Simplilearn
07:54
Top 10 Reasons to Learn Data Science in 2026 | Why Learn Data Science? | Data Science | Simplilearn
04:33
What Is Correlation? | Types of Correlation | Correlation Coefficient | Statistics | Simplilearn
04:28
Poisson Distribution In Probability And Statistics | Poisson Distribution Problems | Simplilearn
25:00
Types Of Distribution In Statistics | Probability Distribution Explained | Statistics | Simplilearn
15:41
Bias And Variance In Statistics | Bias And Variance Explained | Learn Statistics | Simplilearn
12:00
Data Science Full Course 2026 | Data Science For Beginners | Data Science From Scratch | Simplilearn
06:01
Data Science Tutorial | Data Science for Beginners | Data Science with Python Tutorial | Simplilearn
08:36
Top 5 Python Libraries For Data Science | Python Libraries Explained | Python Tutorial | Simplilearn
12:53
Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn
10:12
Linear Regression in R | Linear Regression in R With Example | Data Science Algorithms | Simplilearn
04:28
Logistic Regression | Logistic Regression in Python | Machine Learning Algorithms | Simplilearn
11:09
Logistic Regression in R | Logistic Regression in R Example | Data Science Algorithms | Simplilearn
15:07
Decision Tree In Machine Learning | Decision Tree Algorithm In Python |Machine Learning |Simplilearn
46:22
Decision Tree In R | Decision Tree Algorithm | Data Science Tutorial | Machine Learning |Simplilearn
07:14
Random Forest Algorithm - Random Forest Explained | Random Forest in Machine Learning | Simplilearn
13:48
Random Forest In R | Random Forest Algorithm | Random Forest Tutorial |Machine Learning |Simplilearn
06:37
KNN Algorithm In Machine Learning | KNN Algorithm Using Python | K Nearest Neighbor | Simplilearn
11:10
Support Vector Machine - How Support Vector Machine Works | SVM In Machine Learning | Simplilearn
04:52
Support Vector Machine in R | SVM Algorithm Explained with Example | Data Science in R | Simplilearn
07:23
Time Series Analysis - 1 | Time Series in Excel | Time Series Forecasting | Data Science|Simplilearn
58:08
Time Series Analysis - 2 | Time Series in R | ARIMA Model Forecasting | Data Science | Simplilearn
06:53
Data Scientist vs Data Analyst vs Data Engineer - Role & Responsibility, Skills, Salary |Simplilearn
13:11
Data Scientist Salary, Skills, Jobs And Resume | Data Scientist Career | Data Science | Simplilearn
07:48
Best Books To Learn Data Science 2020 | Data Science For Beginners | Data Science | Simplilearn
05:27
How To Become A Data Scientist In 2026 | Data Scientist Roadmap 2026 | Data Science | Simplilearn
50:00
Data Science Expert Course 2026🔥| Become Data Science Expert | Data Science Full Course |Simplilearn
13:04
Data Science Week Day - 1 | Python & Mathematics For Data Science | Data Science Course |Simplilearn
58:49
Data Science Week Day - 2 | R Programming For Data Science | R Programming Full Course | Simplilearn
29:36
Data Science Week Day - 4 | Data Visualization Course - Tableau, Power BI and Excel | Simplilearn
39:54
Data Science Week Day - 5 | Machine Learning Full Course | Machine Learning Tutorial | Simplilearn
05:48
Data Science Week Day - 6 | Deep Learning With TensorFlow Course | TensorFlow Course | Simplilearn
51:36
Data Science Week Day - 6 | Deep Learning With TensorFlow Course | TensorFlow Course | Simplilearn
