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Machine Learning with Python & Statistics udaipur
What you will get in this course?
- 200+ High Quality Lectures For Life Time
- 4 Months Live Mentor-ship Access
- 15+ Project Access
- Support For Code
- Weekly Assignment and tracking of progress
- 100% Job Assistance
According to Gartner Research, there is 2.9Lakh Data Scientist Required in 2022.
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Programme Overview
Key Highlights
Jupyter Notebook
Python 3.8
Spacy 2.2
In recent times in Chennai, Data Science, an emerging technology, has perhaps been the most discussed term in the Information and Technology industry. Data Science has become one of the preferred career paths among IT professionals. In the field of Data Science, Statistics plays an important role. Stats acts as basement for the career in Data Science. If you learn Data Science, without the knowledge of stats, It means constructing building without proper pillar. Here we cover the concepts from Descriptive Statistics and Inferential Statistics. On top of this we construct our first layer that is Machine Learning. In present market Career opportunities have exponentially grown in the recent few years. Even companies are searching for data scientists. You are in right time to switch your career into the Field of Data Science.
Learning Path
Curriculum
Python - Heart Of AI
self Placed
Live
- 5 Weeks Program
- 31+ Section
- 200+ Lectures
- 10+ Assignments
- Basic Python programming concepts,Variables, lists, loops, function like object oriented concepts in python
- Data iterations and different operation on data frames using numpy and pandas.
- Exception handling & more multi-threading and data base connectivity in python.
- UI development and application development using Flask in using python.
- Grammar Correction in Text, Speech To text Conversion in Python
- Guide For non-technical learners how to start programming career and prerequisites.
84 Lectures
Python Intorduction
4 Lectures
Work Around With Jupyter Aenvironment
Data Types
Variables And Identifiers
Printing Function
Data Operators
4 Lectures
Assignment Operator
Logical Operator
Arithmetic Operator
Relationship Operator
Django Web Framework
self Placed
- Django one of the important Python framework which helps to design web based application.
- To deploy Machine learning application to web Django is top most used technique.
- From installation of Django till page creation and different operations covered.
- Services in Django, MVT, and object binding like all topics covered in depth.
12 Lectures
Django Basics To Intermediate
12 Lectures
Introduction To Django
Installation Of Django
First App Using Django
Pages Creation - Home Page
Dynamic Pages
Operations In Django
Services Using Django (Rest Services)
Model View Template In Django
Static Template In Django Part 1
Static Template Part 2
Object Binding In Django
Multiple Object Binding
Mini and Mega Python Projects
self Placed
Live
- 5+ Projects
- 10+ Lectures
- Code + Assignments
- Basic Python projects like Hangman game, snake game, phone book using python.
- These projects will make you proficient in Python programming language.
- Advance projects like password generate and matplotlib also covered.
- Boston House price prediction.
9 Lectures
Beginner Level Projects
9 Lectures
The Hangman Game Description
The Hangman Game Code
Snake Game Description
Snake Game Code
Phonebook (Add, Delete, Updated Contacts) Description
Phonebook (Add, Delete, Updated Contacts) Code
Password Generator Description
Password Generator Code
Matplotlib Poc
Statistics for Machine Learning
self Placed
Live
- Basics of Statistics required for Machine learning and data science.
- Central tendency and measure of dispersion like stats topics
- Scaling methods and variables in Stats
- Distribution and data engineering part of stats covered in depth.
21 Lectures
Over View of Statistics
2 Lectures
What Is Inferential Statistics?
What Is Descriptive Statistics?
Intro to basic definitions used in Statistics
3 Lectures
Data Types
Population
Sample
Machine Learning
self Placed
Live
- 5 Weeks Program
- 33+ Section
- 210+ Lectures
- 10+ Assignments
- What is machine learning, how training performs in Machine Learning, train test split in ML.
- Different machine learning algorithms like linear regression, decision tree, random forest and other.
- Clustering and classification algorithms in ML.
- Supervised and unsupervised algorithms in ML.
- LDA and PCA like important topics of Machine learning.
- Docker Container and deployment of ML application to cloud.
70 Lectures
Introduction to Statistics
7 Lectures
Descriptive Statistics
Inferential Statistics
Introduction To Machine Learning
What Is Machine Learning?
Supervised Learning
Unsupervised Learning
Nan
Linear Regression with One Variable
2 Lectures
Machine Learning Honor Code
What Is Machine Learning?
Mini & Mega ML Projects
self Placed
Live
- Beginner level Ml projects like employee attrition rate detection.
- Classification of X-ray and IRIS data set classification projects.
12 Lectures
Beginner Level projects
4 Lectures
Employee Attrition Rate Detection Using Advance Ml Algorithms Part-1
Employee Attrition Rate Detection Using Advance Ml Algorithms Part-2
Employee Attrition Rate Detection Using Advance Ml Algorithms Part-3
Employee Attrition Rate Detection Using Advance Ml Algorithms Part-4
Intermediate Level Projects
8 Lectures
Boston House Price Prediction Description
Classification Of Covid X-ray
Classification Of Covid X-ray Code
Classification Of Flowers Using Iris Dataset Description
Classification Of Flowers Using Iris Dataset Code
Sentiment Analysis
Stock Price Prediction
Sales Forecasting
Programme Fee
Self-Paced Learning
Machine Learning With Python and Stats
- Python- Heart Of AI
- Statistics For Machine Learning
- Machine Learning An Emerging Technology
₹ 15000
Live Course (Recommended)
Starting at ₹ 20000
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Tools Covered
Certification
Machine Learning With Python Certificate
This certificate ensures that the student has undergone a rigorous training in “Machine Learning With Python and Stats”. Certification @InsideAIML ensures assistance in job interviews in more than 500 companies across the globe.
Course Mentors
Saurabh Mirgane
Product Manager, MBA, Leeds UK
Ankit Roy
Sr Data Scientist, InsideAIML
Frequently Asked Questions
How long I can access this course once subscribed?
You can access it for life time. There will not be any recursive payment.
Will I get job assistance with this course?
Yes, We provide 100% job assistance after this course.
What job role is this course suitable for?
This course includes python programming language, statistics and Machine Learning concepts. Hence, this course is suitable for anyone who aims to be : Python Developer OR Machine Learning Developer
I am from non-technical background. Is this course suitable for me?
This course covers every concept in detail that makes is suitable for students from both technical as well as non-technical background. Infact, significant proportion of students who have subscribed are from non-technical background.
Once subscribed, is the course accessible for lifetime?
Yes. It is accessible for lifetime. Also as new technology comes out then new content will get added in this course.
If I have doubt in any of the topics/concepts, How should I get it resolved?
We have a weekend live classes on every Saturady-Sunday where you can join and ask doubts and get an concepts cleared.
Is the Machine Learning course in udaipur different from other cities?
No. This Machine Learning certification course is the same for all the students, no matter where they come from.
What are the learning objectives of this Machine Learning course in udaipur?
The course is designed to give you in-depth knowledge of Machine Learning concepts including the essentials of statistics required for Data Science, Python programming, Deep Learning and Machine Learning. The course comes with a machine learning certification from IBM and trains students via 20+ machine learning projects such as House Prediction Data, Image Colorization, MNIST Data Analysis, Tripadvisor Data Analysis, Bike Sharing Data Analysis, Transfer GAN, Forest Fire, Text QnA, Wine Quality Data Analysis etc. Through this Machine Learning course, you will be able to step into the world of AI in multinational companies, startups and government agencies.
What does this Machine Learning course in udaipur cover?
Along with the machine learning projects, this course covers - How to use machine learning tools, machine learning models, Python libraries for machine learning like NumPy, SciPy, Scikit, and other essential Machine Learning techniques, such as supervised and unsupervised learning, advanced concepts covering artificial neural networks and layers of data abstraction, TensorFlow and more.
Who should take this Machine Learning course in udaipur?
This Machine Learning course in udaipur is well suited for the following people:
- Graduates looking to build a career in Machine Learning
- Professionals looking to pivot their career to the Machine Learning domain
- Software Developers aspiring to be Machine Learning Engineer
- Information Architects who want to gain expertise in Machine Learning algorithms
- Analytics professionals who want to work in the Machine Learning domain
- Experienced professionals who would like to harness Machine Learning in their fields
What are the prerequisites of this Machine Learning course in udaipur?
To cover the machine learning syllabus, participants in this program should have:
- A laptop/computer and a high-speed internet connection
- Basic knowledge of statistics
- Basic knowledge of computer programming
- And loads of passion and interest for learning
What are the job opportunities after completing this InsideAIML’s Machine Learning certification course in udaipur?
Upon completion of the Machine Learning course in udaipur, InsideAIML will prepare you for company interviews and help you get a job. Companies can be from all over India including your local neighbourhood in udaipur. Some of the jobs you will be applicable to apply for are as follows:
- Machine Learning Engineer
- Data Scientists
- Analytics Manager/Lead
- Deep Learning Engineer
- Machine Learning Researcher
- Statistical Programming Specialist
What can I expect from this InsideAIML’s Machine Learning course in udaipur?
As a part of this AI online course in udaipur, you will receive the following:
- Basic to advance training of Python and Python libraries for Machine Learning.
- Lifetime access to 10+ Machine Learning Tools.
- 20+ live Machine Learning projects and free code assistance.
- Lifetime access to e-learning content for all of the courses included in the learning path.
- An industry-recognized certification from IBM upon successful completion of the program.
- Free lifetime support for code via our discussion forum.
- Complete access to our e-library.
Choose InsideAIML - Hone your skills
- Application-based learning
- Dedicated job portal for AI
- 100 % job Guarantee
- 24*7 Chat Support
- Live Class Access for 1 year.
- 200+ Hrs of Quality Content
- Collaboration with 150+ TOP MNC's
- Flexible learning schedule
Testimonials
Our Learners Thought About us
Sarang Chitnis
- Data Scientist
- 4.8 Years
Having bestowed upon with ML project directly after my graduation was a huge responsibility for me. I did learn few concepts during my academic course earlier but did not have experience in real-time implementation of those concepts. Working on assignments provided in the curriculum at InsideAIML helped me fill in that gap and deliver quality product to the client.
Swati Mangal
- Business Analyst
- 5.0 Years
My experience with insideAIML has been wonderful.A lot of what i have learned is being applied in my new role and i am grateful to insideAIML for making me capable of receving a 350% salary hike