This Comprehensive Data Science with Python training will improve your own Data Analysis, Data Cleansing and Data Visualization Skills with Real life Projects. This Online Python for Data Science Course gives introduction to Python fundamental Programming for data manipulation, Classification, Cleaning, Reports, Text mining and Functions Concepts to better understanding.
Learn Advanced Statistical analysis, Tableau, SQL, Machine Learning, and Excel from basic to advanced level Techniques with updated 2020 Course Syllabus and Study Materials. This Course will available through Live Instructor Led Classes and also Self-Paced Videos on each topic with unique course Content. Get one-to-one, Fast-Track and Corporate online training with Placement assistance like Resume Building and Mock Data Science Interviews.
Enroll for data Science in Python Course and improve your Python Skills you need to become a good data Scientist.
Syllabus of Data Science with Python Training
Introduction to Data Science
- What is Data Science?
- What is Machine Learning?
- What is Deep Learning?
- What is AI?
- Data Analytics & it’s types
Introduction to Python
- What is Python?
- Why Python?
- Installing Python
- Python IDEs
- Jupyter Notebook Overview
Python Basics
- Python Basic Data types
- Lists
- Slicing
- IF statements
- Loops
- Dictionaries
- Tuples
- Functions
- Array
- Selection by position & Labels
Python Packages
- Pandas
- Numpy
- Sci-kit Learn
- Mat-plot library
Importing data
- Reading CSV files
- Saving in Python data
- Loading Python data objects
- Writing data to CSV file
Manipulating Data
- Selecting rows/observations
- Rounding Number
- Selecting columns/fields
- Merging data
- Data aggregation
- Data munging techniques
Statistics Basics
- Central Tendency
- Mean
- Median
- Mode
- Skewness
- Normal Distribution
- Probability Basics
- What does it mean by probability?
- Types of Probability
- ODDS Ratio?
- Standard Deviation
- Data deviation & distribution
- Variance
- Bias variance Tradeoff
- Underfitting
- Overfitting
- Distance metrics
- Euclidean Distance
- Manhattan Distance
- Outlier analysis
- What is an Outlier?
- Inter Quartile Range
- Box & whisker plot
- Upper Whisker
- Lower Whisker
- catter plot
- Cook’s Distance
- Missing Value treatments
- What is an NA?
- Central Imputation
- KNN imputation
- Dummification
- Correlation
- Pearson correlation
- Positive & Negative correlation
- Error Metrics Duration-3hr
- Classification
- Confusion Matrix
- Precision
- Recall
- Specificity
- F1 Score
- Regression
- MSE
- RMSE
- MAPE
Machine Learning
Supervised Learning
- Linear Regression
- Linear Equation
- Slope
- Intercept
- R square value
- Logistic regression
- ODDS ratio
- Probability of success
- Probability of failure
- ROC curve
- Bias Variance Tradeoff
Unsupervised Learning
- K-Means
- K-Means ++
- Hierarchical Clustering
Other Machine Learning algorithms
- K – Nearest Neighbour
- Naïve Bayes Classifier
- Decision Tree – CART
- Decision Tree – C50
- Random Forest
Upcoming Batch Schedule for Data Science with Python Training
| Date | Dayz | Time |
|---|---|---|
|
25-02-2023 |
Mon - Sat
|
07:00 AM
(Class 1Hr - 1:30Hrs) / Per Session |
|
01-03-2023 |
Mon - Sat
|
07:00 AM
(Class 1Hr - 1:30Hrs) / Per Session |
|
07-03-2023 |
Mon - Sat
|
07:00 AM
(Class 1Hr - 1:30Hrs) / Per Session |
Trainer Profile of Data Science with Python Training
Our Trainers provide complete freedom to the students, to explore the subject and learn based on real-time examples. Our trainers help the candidates in completing their projects and even prepare them for interview questions and answers. Candidates are free to ask any questions at any time.
- More than 7+ Years of Experience.
- Trained more than 2000+ students in a year.
- Strong Theoretical & Practical Knowledge.
- Certified Professionals with High Grade.
- Well connected with Hiring HRs in multinational companies.
- Expert level Subject Knowledge and fully up-to-date on real-world industry applications.
- Trainers have Experienced on multiple real-time projects in their Industries.
Data Science with Python Training Exams & Certification
We provide after completion of the theoretical and practical sessions to students. Our certification at Stormsofts Technology is accredited by many companies. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s . The certification is only provided after the successful completion of our training and practical-based projects.
College Training
If you want to give the Trending technology experience to your students, we are here to help you!
Key Features of Data Science with Python Training
Frequently Asked Questions
Call now: 8551991006 and know the exciting offers available for you!
Stormsofts Technology offers IT training courses branches all over India with 10+ years of Experienced Expert level Trainers.
- Fully hands-on training
- 60+ hours course duration
- Industry expert faculties
- Completed 1500+ batches
- 100% job oriented training
- Certification guidance
- Own course materials
- Resume editing
- Interview preparation
- Affordable fees structure
No worries. Stormsofts technology assure that no one misses single lecture topic. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.
both option (online & offline ) for course available
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Please Contact our course advisor +91-8551991006. Or you can share your queries through support@stormsofts.com / stormsofts@gmail.com
Training Course Reviews
I would like to highlight a few points about my association with Stormsofts Technology. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it.
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Student
I would like to highlight a few points about my association with Stormsofts Technology. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it.
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Student
I would like to highlight a few points about my association with Stormsofts Technology. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it.
Prasad Sabne
Student
I would like to highlight a few points about my association with Stormsofts Technology. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it.
Sakshi Kulkarni
Student
I would like to highlight a few points about my association with Stormsofts Technology. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it.
Vishal Mishra
Student
I would like to highlight a few points about my association with Stormsofts Technology. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it.
Samiksha Rugge
Student