Artificial intelligence and machine learning is taking up the whole world, and indeed for that the job ecosystem is also changing. But with the emergence of AI, have opened new avenues especially in the IT sector.
In AI and ML development, companies need skilled professionals who can:
- Code
- Work with data
- Use AI models
- Connect APIs
- And build actual AI based applications And this is why many students and working professionals who wants to get into the IT sector are now planning to learn AI and machine learning development.
But the main question is, How Many Vacancies Are There in India?
The demand for AI and machine learning professionals is continuously growing in India.
As of July 2026, there are around 1,23,000 AI and ML related job vacancies listed across major job portals in India. However, the industry still needs more people with the right practical skills.
If you are a fresher planning to enter the AI and ML industry, the best way to start is by learning under the guidance of a proper mentor. Instead of learning in a large batch, 1:1 training can help you clear your doubts, learn at your own pace and get personal guidance while working on practical projects.
With Red Apple Learning’s AI ML development course in Kolkata, you can get 1:1 training from an industry mentor, learn practical skills and prepare yourself for career opportunities in the AI and ML industry. You also get Pan India and in house placement assistance to help you take the next step towards your career.
What is the work of an AI ML Developer?
The thing is an AI ML developer works with:
- Data
- Machine learning models
And artificial intelligence technologies to build useful applications.
They build:AI chatbots
Recommendation systems
Prediction systems
Smart search engines
Image recognition applications
And other AI powered software
Along with that:
- They collect and clean data
- Train machine learning models
- Connect AI models with applications
- And test whether everything is working properly.
So, to become an AI ML developer, you need to learn both basic programming and modern AI development technologies.
What exactly do I need to learn to become an AI ML developer?
If you want to become an AI ML developer, you need to start from the basics and then slowly move towards modern AI technologies.
Here are the important things you need to learn:
Step 1: **Start with Python
**Step 2: Then comes NumPy (where you will work with numbers, arrays and numerical data)
Step 3: Now, comes Pandas (where you will understand how to collect, clean, organize and work with data.)
Step 4: Now, comes Matplotlib: (where you will Learn how to create simple graphs and charts to understand data.
Step 5: Now comes Machine Learning: (where you will learn the basic concepts of machine learning, model training, testing and prediction.
Step 6: ** Ollama: Where you will understand how to run and work with AI models locally.
**Step 7: LangChain: Where you will learn how to build applications using Large Language Models or LLMs.
Step 8: **OpenAI API: Where you will learn how to connect AI models with websites, apps and software.
**Step 9: **Gemini API: here you will understand how to use Google's AI models while developing AI applications.
**Step 10: Anthropic Claude API: You will now how to work with Claude models and integrate them into applications.
Step 11: Vector Databases: And you will also understand how AI applications store, search and find relevant information.
Step 12: Gradio: Then you will be learning how to create simple user interfaces for your AI and machine learning applications… and much much more…
But learning these technologies is not enough. You also need to work on projects…well, no need to worry about anything, you can learn all of them with the assistance of Red Apple Learning’s AI-ML course in Kolkata (which will provide you both pan India and global placement assistance and you will also get chances to work in live projects as well as in different hackathons & ideathons.
To Wrap Up…
Students learn how to work with these technologies and use them while developing practical AI and machine learning projects. So, if you are looking for an AI course in Kolkata, choose Red Apple Learning’s Ai-Ml development course in Kolkata. For more information, you can *call/ whatsapp: 6289690050. *
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