AI ML Courses | Machine Learning & GenAI | Interview Kickstart
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Upskill with AI
Master coding interviews and system design for top tech companies.
4.82](/content/courses/advanced-generative-ai-course/index.html)
Advanced Generative AI Course
Learn to scale with LLMs and Generative AI that drive the most advanced applications and features.
Rishabh Misra
Principal ML Engineer/Tech Lead
10 yrs
4.74](/content/courses/generative-ai-for-product-managers/index.html)
GenAI for Product Managers
Learn the latest in AI tech, integrations, and tools—applied GenAI skills that Tech Product Managers need to stay relevant.
Praveen Kumar K
Principal Product Manager
20 yrs
4.87](/content/courses/advanced-natural-language-processing-course/index.html)
Advanced NLP Course
Dive deep into cutting-edge NLP techniques and technologies and get hands-on experience on end-to-end projects.
Jameson Merkow
Principal Applied Scientist & Engineer
20 yrs
4.93](/content/courses/artificial-intelligence-course/index.html)
Applied AI Course
Master AI tools and techniques customized to your job roles that you can immediately start using for professional excellence.
Samwel Emmanuel
Sr. Solutions Architect, Data & AI
9 yrs
4.93](/content/courses/ai-enabled-software-development-program/index.html)
AI-Enabled Software Course
Learn to scale with AI to drive the most advanced applications and get practical skills to deploy and inference LLMs.
Michael Frasco
Staff ML Engineer
10 yrs
4.74](/content/courses/generative-ai-for-product-managers/index.html)
GenAI for Product Managers
Learn the latest in AI tech, integrations, and tools—applied GenAI skills that Tech Product Managers need to stay relevant.
Praveen Kumar K
Principal Product Manager
20 yrs
4.87](/content/courses/advanced-natural-language-processing-course/index.html)
Advanced NLP Course
Dive deep into cutting-edge NLP techniques and technologies and get hands-on experience on end-to-end projects.
Jameson Merkow
Principal Applied Scientist & Engineer
20 yrs
4.93](/content/courses/ai-enabled-software-development-program/index.html)
AI-Enabled Software Course
Learn to scale with AI to drive the most advanced applications and get practical skills to deploy and inference LLMs.
Michael Frasco
Staff ML Engineer
10 yrs
4.82](/content/courses/advanced-generative-ai-course/index.html)
Advanced Generative AI Course
Learn to scale with LLMs and Generative AI that drive the most advanced applications and features.
Rishabh Misra
Principal ML Engineer/Tech Lead
10 yrs
4.74](/content/courses/generative-ai-for-product-managers/index.html)
GenAI for Product Managers
Learn the latest in AI tech, integrations, and tools—applied GenAI skills that Tech Product Managers need to stay relevant.
Praveen Kumar K
Principal Product Manager
20 yrs
4.87](/content/courses/advanced-natural-language-processing-course/index.html)
Advanced NLP Course
Dive deep into cutting-edge NLP techniques and technologies and get hands-on experience on end-to-end projects.
Jameson Merkow
Principal Applied Scientist & Engineer
20 yrs
4.93](/content/courses/ai-enabled-software-development-program/index.html)
AI-Enabled Software Course
Learn to scale with AI to drive the most advanced applications and get practical skills to deploy and inference LLMs.
Michael Frasco
Staff ML Engineer
10 yrs
4.82](/content/courses/advanced-generative-ai-course/index.html)
Advanced Generative AI Course
Learn to scale with LLMs and Generative AI that drive the most advanced applications and features.
Rishabh Misra
Principal ML Engineer/Tech Lead
10 yrs
4.74](/content/courses/generative-ai-for-product-managers/index.html)
GenAI for Product Managers
Learn the latest in AI tech, integrations, and tools—applied GenAI skills that Tech Product Managers need to stay relevant.
Praveen Kumar K
Principal Product Manager
20 yrs
4.87](/content/courses/advanced-natural-language-processing-course/index.html)
Advanced NLP Course
Dive deep into cutting-edge NLP techniques and technologies and get hands-on experience on end-to-end projects.
Jameson Merkow
Principal Applied Scientist & Engineer
20 yrs
Transition to ML
Master coding interviews and system design for top tech companies.
4.74](/content/courses/machine-learning-course/index.html)
Advanced Machine Learning Course
Master ML, Deep Learning, and AI Agents with hands-on projects, live mentorship—plus FAANG+ interview prep.
Ahsan Ali
Sr. Applied Scientist
11 yrs
4.94](/content/courses/flagship-machine-learning-course/index.html)
Flagship Machine Learning Course
Master ML, GenAI, and Agentic AI through hands-on projects, live mentorship, and a curriculum built for today’s AI job market.
Ahmed Elbagoury
Senior ML/Software Engineer
11 yrs
4.78](/content/courses/python-machine-learning-course/index.html)
Python Machine Learning Course
Master Agentic AI, LangChain, RAG, and ML with FAANG+ mentorship, real-world projects, and interview preparation.
Ahsan Ali
Sr. Applied Scientist
11 yrs
4.74](/content/courses/machine-learning-course/index.html)
Advanced Machine Learning Course
Master ML, Deep Learning, and AI Agents with hands-on projects, live mentorship—plus FAANG+ interview prep.
Ahsan Ali
Sr. Applied Scientist
11 yrs
4.94](/content/courses/flagship-machine-learning-course/index.html)
Flagship Machine Learning Course
Master ML, GenAI, and Agentic AI through hands-on projects, live mentorship, and a curriculum built for today’s AI job market.
Ahmed Elbagoury
Senior ML/Software Engineer
11 yrs
4.78](/content/courses/python-machine-learning-course/index.html)
Python Machine Learning Course
Master Agentic AI, LangChain, RAG, and ML with FAANG+ mentorship, real-world projects, and interview preparation.
Ahsan Ali
Sr. Applied Scientist
11 yrs
4.74](/content/courses/machine-learning-course/index.html)
Advanced Machine Learning Course
Master ML, Deep Learning, and AI Agents with hands-on projects, live mentorship—plus FAANG+ interview prep.
Ahsan Ali
Sr. Applied Scientist
11 yrs
4.94](/content/courses/flagship-machine-learning-course/index.html)
Flagship Machine Learning Course
Master ML, GenAI, and Agentic AI through hands-on projects, live mentorship, and a curriculum built for today’s AI job market.
Ahmed Elbagoury
Senior ML/Software Engineer
11 yrs
4.78](/content/courses/python-machine-learning-course/index.html)
Python Machine Learning Course
Master Agentic AI, LangChain, RAG, and ML with FAANG+ mentorship, real-world projects, and interview preparation.
Ahsan Ali
Sr. Applied Scientist
11 yrs
4.74](/content/courses/machine-learning-course/index.html)
Advanced Machine Learning Course
Master ML, Deep Learning, and AI Agents with hands-on projects, live mentorship—plus FAANG+ interview prep.
Ahsan Ali
Sr. Applied Scientist
11 yrs
4.94](/content/courses/flagship-machine-learning-course/index.html)
Flagship Machine Learning Course
Master ML, GenAI, and Agentic AI through hands-on projects, live mentorship, and a curriculum built for today’s AI job market.
Ahmed Elbagoury
Senior ML/Software Engineer
11 yrs
4.78](/content/courses/python-machine-learning-course/index.html)
Python Machine Learning Course
Master Agentic AI, LangChain, RAG, and ML with FAANG+ mentorship, real-world projects, and interview preparation.
Ahsan Ali
Sr. Applied Scientist
11 yrs
Transition to DS
Master coding interviews and system design for top tech companies.
4.86](/content/courses/data-science-course/index.html)
Data Science Course
Master Python, SQL, Data Wrangling, EDA, Machine Learning, and more to land top-tier Data Science roles.
Anshaj Khare
Software Engineer II - Data & AI
8 yrs
4.93](/content/courses/artificial-intelligence-course/index.html)
Applied AI Course
Master AI tools and techniques customized to your job roles that you can immediately start using for professional excellence.
Samwel Emmanuel
Sr. Solutions Architect, Data & AI
9 yrs
4.86](/content/courses/data-science-course/index.html)
Data Science Course
Master Python, SQL, Data Wrangling, EDA, Machine Learning, and more to land top-tier Data Science roles.
Anshaj Khare
Software Engineer II - Data & AI
8 yrs
4.93](/content/courses/artificial-intelligence-course/index.html)
Applied AI Course
Master AI tools and techniques customized to your job roles that you can immediately start using for professional excellence.
Samwel Emmanuel
Sr. Solutions Architect, Data & AI
9 yrs
4.86](/content/courses/data-science-course/index.html)
Data Science Course
Master Python, SQL, Data Wrangling, EDA, Machine Learning, and more to land top-tier Data Science roles.
Anshaj Khare
Software Engineer II - Data & AI
8 yrs
4.93](/content/courses/artificial-intelligence-course/index.html)
Applied AI Course
Master AI tools and techniques customized to your job roles that you can immediately start using for professional excellence.
Samwel Emmanuel
Sr. Solutions Architect, Data & AI
9 yrs
4.86](/content/courses/data-science-course/index.html)
Data Science Course
Master Python, SQL, Data Wrangling, EDA, Machine Learning, and more to land top-tier Data Science roles.
Anshaj Khare
Software Engineer II - Data & AI
8 yrs
4.93](/content/courses/artificial-intelligence-course/index.html)
Applied AI Course
Master AI tools and techniques customized to your job roles that you can immediately start using for professional excellence.
Samwel Emmanuel
Sr. Solutions Architect, Data & AI
9 yrs
Find the right course for you
Interview Prep
Prepare for the toughest interviews with FAANG+ mentorship
Agentic AI
Learn to build AI agents to automate your repetitive workflows
Interview Kickstart
10 Years of Upleveling Careers
$1.2M
Highest offer
$312,275
Average compensation package
700+
FAANG & Tier 1 mentors
66.5%
Average salary hike
40+
Courses tailored to tech roles
Trusted by 25,000+ Tech Professionals
Who’ve Transformed Their Careers
Upleveled with AI
The tutors are good, they bring in a lot of practical industry experience, they have good content and the mini projects are very well curated. IK is very receptive to feedback, and their Ops team is very efficient and responsive.
Ryan M. Lence
Senior Lead Architect
Pivoted to AI
Orville Clarke
Sustainability Analyst
Upleveled with AI
Dwaraknath Bakshi
Director, Software Engineering - AI Platforms
AI and Machine Learning Courses for Professionals Ready to Switch
The AI transition is already transforming the tech industry, and the gap between AI-skilled professionals and the rest of the market continues to grow. For software engineers, data professionals, and tech leaders, switching into AI has become one of the most valuable career moves today.
Interview Kickstart’s AI and machine learning courses are built specifically for working tech professionals who want to move into AI and ML roles at leading tech companies. Taught by 700+ instructors from Google, Amazon, Meta, and other Tier-1 companies, IK’s programs combine technical depth with interview-focused preparation.
AI ML Courses Designed for Career Growth
IK’s Switch to AI programs cover multiple pathways into the AI ecosystem. The Machine Learning course helps professionals transition from non-ML backgrounds, while the Advanced Machine Learning course focuses on ML systems and engineering roles. The Data Science program prepares learners for top-tier data science interviews, and the Advanced Generative AI course covers LLMs, prompt engineering, RAG pipelines, and production-grade GenAI systems.
Unlike many online AI ML courses that focus only on theory, IK’s programs are built around real career outcomes. Every course includes live instructor-led classes, hands-on projects, mock interviews with FAANG engineers, and 1-on-1 mentorship tailored to your target role.
Proven Outcomes From the AI Switch
Professionals who completed IK’s AI transition programs reported an average salary increase of 66%, with alumni landing ML Engineer, Data Scientist, Applied Scientist, and GenAI Engineer roles at leading tech companies worldwide.
Frequently Asked Questions
1
Who are IK's AI and machine learning courses designed for?
IK’s AI ML courses are designed for working tech professionals, including software engineers, data analysts, and tech leads, who want to transition into full-time AI and ML roles. Both non-ML and ML-background engineers are accommodated through separate course tracks.
2
Do I need a machine learning background to enroll?
No. The Flagship ML course is built for professionals making the AI switch from non-ML backgrounds, while the Advanced ML course is for those with existing coding experience. IK offers a free Pre-enrollment Webinar to help you identify the right track.
3
How is IK's AI transition training different from self-paced online courses?
IK’s AI and machine learning courses are live, cohort-based programs with FAANG instructor-led sessions, mock interviews, and 1-on-1 mentorship, not pre-recorded videos you work through alone. The training is built around landing a top-company offer, not just completing a curriculum.
4
Are the AI ML courses designed around working professionals?
Yes. Live sessions run on weekday evenings and weekends so you can continue in your current role while preparing for your AI switch. The average learner spends 10 to 12 hours per week on the program.
5
Does the AI transition training include interview preparation?
Yes. Every IK AI and machine learning course includes FAANG-focused interview preparation covering technical, system design, and behavioral rounds. The EdgeUp program combines full AI upskilling with a dedicated interview prep track for those targeting both goals together.
6
What roles do IK alumni transition into after completing the AI ML courses?
IK alumni have successfully transitioned into roles including ML Engineer, Data Scientist, Applied Scientist, GenAI Engineer, and NLP Engineer at companies like Google, Amazon, Meta, and Microsoft. Attend the free webinar to understand which role track aligns with your background.
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Build AI/ML Skills & Interview Readiness to Become a Top 1% Tech Pro
Hands-on AI/ML learning + interview prep to help you win
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