- Data Types, Variables & Operators
- Control Structures & Looping
- String Function & Modules
- Numerical Data Handling
- Pandas for Data Manipulation
- Matplotlib & Seaborn for Data Visualization
- Data Cleaning & Preprocessing
- Databases & SQL
- Data Retrieval (SELECT, WHERE, ORDER BY)
- Joins (INNER, LEFT, RIGHT, FULL)
- Filtering & Subqueries
- Data Manipulation
- SQL Functions
- Introduction Numpy
- NumPy Attributes and Functions
- Numpy Array Operations
- Numpy One,Two,Multi-Dimentional Arrays
- NumPy Functions & Modules
- Introduction to Pandas
- Pandas Series & DataFrame
- Pandas Function
- Reshaping & Merging DataFrame
- Introduction to Statistics for DS
- Descriptive Statistics
- Inferential Statistics
- Hypothesis Testing
- Types of Hypothesis Testing
- PROJECT
- DATA VISUALIZATION WITH EXCEL
- DATA VISUALIZATION WITH TABLEAU
- DATA VISUALIZATION WITH POWER BI
- Introduction to Machine Learning
- Types of Algorithms
- Supervised, Unsupervised, Reinforcement Learning
- Regression, Linear Regression
- Clustering
- Classification
- Decision Tree, Random Forest, Boosting
- Model Selection, Random Search
- Natural Language Processing and Text Mining
- Introduction of Deep Learning
- Neural Networks
- Convolutional Neural Networks
- Recurrent Neural Networks
- Generative Adversarial Networks
- Updating a Model
- Python GUI Project
- DATA ANALYTICS PROJECT WITH PYTHON
- DATA ANALYTICS PROJECT WITH R
- DATA VISUALIZATION WITH TABLEUA
- MACHINE LEARNING PROJECT
- DEEP LEARNING PROJECT
DATA SCIENCE TRAINING IN SURAT
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Become a Data Scientist: Your Advanced Training for a Career with a Future Whether it's big data, machine learning, or artificial intelligence – as a certified data specialist, you'll have a firm grasp of all a company's database systems and are often responsible for making the most important business decisions.Data scientists are among the most sought-after IT professionals.
DATA SCIENCE TRAINING IN SURAT
The prerequisite for such a responsible position is that you have not only mathematical and analytical skills, but also current expertise in the field of data science.In the Inspire data science course in surat program with a focus on neural networks and deep learning, you will gain an overview of the different types of neural networks and learn about the universal programming language Python
Sharpen your professional skills with a inspire data science training in surat program and increase your career prospects in one of the most sought-after professional fields. Inspire data science course in surat offer our training programs with a variety of topics.
DATA SCIENCE COURSE IN SURAT
data science institute in surat not only teach you, we encourage you to get on your feet and start off. You will work on Personal, Business & Corporate codeing.Inspire data science course in surat program in the area of descriptive statistics with R and Python also covers the open programming language R, which is particularly suitable for statistical calculations and graphics.
Inspire data science Course In Surat are committed to delivering the latest know-how and the advanced techniques to our data science class students. Inspire data science Training In Surat can teach advanced technique of data science to data science class students. Inspire data science institute in surat committed to provide you good infrastructure and latest computer applications, and a training ground for our students to practice their skills and creativity in the areas of data science courses in surat.
DATA SCIENCE CLASS IN SURAT
Any person can learn data science Course In Surat. Who is interest making career in data science so they can learn data science Course In Surat. inspire data science class in surat is the best data science institute in surat.Gain in-demand skills without the financial barrier. Inspire data science course in surat are designed to help you master core concepts, from data analytics to machine learning. Learn how to extract insights, automate processes, and make data-driven decisions—at your own pace, and receive a certificate of completion.
Understanding Methods & Functions What you can expect:
Amounts of data are generated through daily use of Instagram, Twitter, TikTok, YouTube, or Google Maps. This amount of data is growing exponentially year after year. Companies use this data every day to make decisions, such as which personalized ads someone receives or how much products are sold for on e-commerce platforms like Amazon and eBay.
Some Topics Details in Below:
Introduction to NumPy :
Dive into the exciting world of NumPy with us. Together we will install and import this powerful Python library and discover why NumPy arrays have the potential to take your data processing to the next level.
NumPy Basics: Vectors :
Let's dive deeper into the world of vectors. Together, we'll create arrays, play with zeros, ones, and empty arrays, and discover the functions of arange and linspace. And to round things off, we'll look at how loops and vectors work hand in hand to optimize our data processing.
NumPy Basics: Matrices
Now things are getting even more exciting; we're moving on to matrices! Let's create matrices with existing data, familiarize ourselves with the zeros and ones functions, and then look into the eye of the storm with eye and diag. And while we're at it, we'll also take a look at transposing and tracking a matrix. Finally, we'll look at how loops can make our work with matrices even easier.
Importing and Exporting CSV Files
Now that we've mastered the basics, let's apply our knowledge to real data! Together, we'll import CSV data, learn how to use Pandas to process the data even more efficiently, and finally, we'll show you how to export your edited data as a CSV file.
Size and Shape of a NumPy Array
Now it's time to explore the true shape of our arrays! Using the shape and size methods, we'll show you how to keep track of the dimensions of your array and work with them efficiently.
Transforming NumPy Arrays
In this chapter, we'll show you how flexible arrays really are. Together, we'll learn how to change the shape of our arrays to adapt them precisely to our needs.
Indexing and Slicing
This is where we get down to business. We'll learn how to find and select exactly the data we need in vectors and matrices. From indexing to slicing, after this chapter, you'll be a master of data structures.
The Most Common NumPy Array Operations
Let's roll up our sleeves and get our arrays working. We'll show you how to add and subtract arrays, and then we'll take it to the next level with broadcasting. After this chapter, you'll be able to perform operations on your data like a pro.
Introduction to Pandas
Pack your things, we're going on safari into the Panda jungle! Together we'll discover what Pandas is and why it's our new best friend for data analysis. After installation and import, we'll show you the basics of Pandas data structures – Series and DataFrame.
Working with External Files I: Loading Files
Now that we're familiar with Pandas, let's get into the wild and load data from CSV files. In this chapter, you'll learn how to bring real data into your Pandas environment and get it ready for analysis.
Pandas DataFrame for Beginners: Cleaning Data
Data is great, but clean data is better. In this chapter, you'll learn how to take a first look at your data, understand the structure of your DataFrame, learn more about your DataFrame, and eliminate unwanted surprises like missing values or duplicates. After this chapter, your data will be ready for the big show!
Working with External Files II: Exporting Files
You've loaded and cleaned the data, but what now? In this chapter, we'll show you how to export your data to a CSV file so you can share it or edit it further later.
Pandas DataFrame for Beginners: Data Manipulation for Beginners
Now that your data is ready, it's time to work some magic. Together, we'll search for specific datasets, filter them based on conditions, add new data, and remove unnecessary data. And because organization is half the battle, we'll also sort our DataFrame.
Pandas DataFrame for Beginners: Advanced Data Manipulation
We've mastered the basics, now we'll take it to the next level. Together, we'll combine DataFrames using merge() and join(), learn how to group and aggregate data, and perform arithmetic operations on our DataFrames.
Practical Experience: Performance & Best Practices
Now that you're a Pandas pro, let's put your knowledge to the test. We'll show you best practices, efficient access, how to avoid duplicates and convert types, and how to properly work with large amounts of data. After this chapter, you'll be ready to conquer the data world!
DO YOU PROVIDE 100% JOB / PLACEMENT IN DATA SCIENCE COURSE IN SURAT
In inspire data science training in surat, we provide the training for interview and presentation skills free of cost by Facilitating and promoting the participation of each and every students in creating the impactful resume with hybrid skills by locating people and resources.data science training in surat also gives lifetime support from our side because we consider students as the valuable assets.
WHAT IF I FAIL TO ATTEND DATA SCIENCE CLASS?
As inspire data science class in surat deliver our lecture to each and every student personally so, will aid you the very next day with utmost care and attention. OR We may call you for the extra classes for your missed and incomplete task.
WHAT IF I HAVE SOME DOUBTS,HOW DO I CLEAR IT ?
As in our data science course in surat are having a friendly environment so you can solve your doubts at any time with the most qualified faculties of data science course in surat.
data science CLASS IN SURAT REVIEW
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data science COURSE IN SURAT HIGHLIGHTS & BENEFITS:
- 100% job assistance
- 100% Practical Session
- Payment Installment Option
- Affordable Fees
- 110+ Placement Companies
- 40+ Live Project
- Interview Preparation
- Life Time Membership
- Real time live project training
- Latest tools and techniques use
- Government approved certificate
- 24×7×365 days supportive faculty
- Career guidance providing by IT Expert
data science INSTITUTE IN SURAT FAQS:
HOW CAN I JOIN & START DATA SCIENCE COURSE IN SURAT ?
To join and start DATA SCIENCE course in surat, you can follow these steps:
- Visit the inspire data science institute in surat: If possible, visit the institutes to get a better understanding of the learning environment and infrastructure.
- Enroll data science course in surat: Once you have made a decision, complete the enrollment process by submitting the required documents and paying the fees
- Attend data science course in surat: Attend the data science classes regularly and actively participate in the learning process. Take notes, ask questions, and engage with the instructor and fellow students to make the most of your learning experience.
- Practice coding: data science is a practical programming language, so it's essential to practice regularly
- Work on projects: As you progress through the data science course in surat, try to work on small coding projects that allow you to apply your knowledge.
WHAT IS ELIGIBILITY FOR JOIN DATA SCIENCE COURSE IN SURAT ?
- Educational background: Inspire data science course in surat do not have strict educational prerequisites.
- Basic programming knowledge: While not always mandatory, having a basic understanding of programming concepts can be helpful when learning data science course in surat
- Computer skills: Proficiency in using computers, including basic file management, navigating the operating system, and working with software applications, is usually expected.
DATA SCIENCE INSTITUTE IN SURAT FAQS:
1. Who can join data science in surat?
10th pass student can join this data science course or who have good knowledge of computer or internet so they join inspire data science class in surat.
2. What is pre-requisite for data science course in surat?
If you have good knowledge of computer and internet so it is enough for data science course in surat.
3. I am an Arts student can I learn data science training in surat?
Yes, you are eligible for learn data science training in surat.
4. Will I get any support after completing the data science course in surat?
Yes, Inspire data science course in surat a leading data science institute in surat knows very well that even student after completing the course you will need support So You will get lifetime membership of our data science course where you will get regular updates about data science course in surat.
5. Will I get certificate after completing the data science class in surat?
Yes, after completing the data science course in surat, you will get Government approved certificate of data science class in surat and you can online verified.
6. After doing data science course in surat, what is the future?
A career in data science designER expert is in great demand, around the world. So, the career of data science designer is always bright and you can get good job as a data science designer.
7. What is monthly salary as a data science fresher gets?
The average monthly salary for a data science Fresher is INR 10,000/- per month.
8. Is there any placement assistance after learning data science course in surat from Inspire data science in surat?
Inspire data science institute in surat not only teach you, we encourage you to get on your feet and start off. You will work on Personal, Business & Corporate Websites. After competition of the data science course in surat, Inspire data science class in surat provides 100% placement assistance.
9. Can I pay the fees in installment?
Yes, at Inspire data science training in surat you can pay the fees in easy installments.
10. How can I make a solid career in data science?
You learn data science as well as any open source course like WordPress, Joomla Drupal, and Magento etc in our data science class in surat.
11. Who will teach me data science course in surat?
You will be getting training from who has been working on data science fields for last 6 years.