Data Science

ZICT's Data Science Program offers a comprehensive overview of essential skills and knowledge in Artificial Intelligence (AI), Machine Learning (ML), Python programming, Chatbots development, and Data Analysis. Participants will delve into AI fundamentals, master ML algorithms and frameworks, develop proficiency in Python programming, learn chatbot development techniques, and hone data analysis skills. Through project-based learning and industry insights, participants will emerge as proficient data scientists ready to tackle real-world data challenges and drive data-driven decision-making. Join us at ZICT for an exhilarating journey into the world of data science and AI innovation.

ZICT's Data Science Program aims to equip participants with a comprehensive understanding of Artificial Intelligence (AI), Machine Learning (ML), Python programming, Chatbot development, and Data Analysis. Our goal is to empower participants to become proficient data scientists capable of tackling complex data challenges and driving data-driven decision-making. Through hands-on learning, industry insights, and project-based experiences, participants will gain the skills and knowledge needed to excel in the rapidly evolving field of data science. Join us at ZICT for an immersive journey into the world of data science and AI innovation, where the goal is to produce highly skilled and impactful data science professionals

This program is ideal for:

IT professionals looking to transition into AI and ML engineering roles
Recent graduates or students interested in pursuing a career in AI and ML
Data analysts or data scientists seeking to enhance their skills in machine learning and AI technologies
Software developers interested in AI and ML application development
Anyone passionate about AI and ML who wants to enter the industry or advance their career in this field

The job market for data science and AI professionals is experiencing significant growth and demand across various industries. Companies are increasingly leveraging data-driven strategies to make informed decisions, improve processes, and drive innovation. As a result, there is a high demand for skilled professionals who can analyze large datasets, develop machine learning models, create AI solutions, and extract valuable insights from data.

Roles in data science and AI include data scientists, machine learning engineers, AI specialists, data analysts, and data engineers, among others. These professionals are sought after by companies in sectors such as technology, finance, healthcare, retail, manufacturing, and marketing.

Key skills and qualifications for success in the job market include proficiency in programming languages like Python and R, expertise in machine learning algorithms and frameworks, experience with data visualization tools, knowledge of statistical analysis techniques, and strong problem-solving and analytical abilities.

Salary expectations for data science and AI professionals can vary widely based on factors such as experience, skills, location, industry, and company size. Here is a general overview of salary ranges for different roles in this field:

Data Scientist:
- Entry-level: $60,000 - $90,000 per year
- Mid-level: $90,000 - $130,000 per year
- Senior-level: $130,000 - $200,000+ per year
Machine Learning Engineer:
- Entry-level: $70,000 - $100,000 per year
- Mid-level: $100,000 - $150,000 per year
- Senior-level: $150,000 - $250,000+ per year
AI Specialist:
- Entry-level: $65,000 - $95,000 per year
- Mid-level: $95,000 - $140,000 per year
- Senior-level: $140,000 - $220,000+ per year
Data Analyst:
- Entry-level: $50,000 - $75,000 per year
- Mid-level: $75,000 - $110,000 per year
- Senior-level: $110,000 - $160,000+ per year
Data Engineer:
- Entry-level: $65,000 - $95,000 per year
- Mid-level: $95,000 - $140,000 per year
- Senior-level: $140,000 - $220,000+ per year

Program Overview:

AI Fundamentals: Participants will gain a solid understanding of AI concepts, including machine learning, deep learning, natural language processing (NLP), and computer vision. They will explore AI applications and ethical considerations.
Machine Learning Mastery: Participants will delve into ML algorithms, techniques, and frameworks such as supervised learning, unsupervised learning, reinforcement learning, TensorFlow, and PyTorch. They will apply ML models to solve real-world problems.
Python Programming Proficiency: Participants will develop proficiency in Python programming language, a key tool for data science and AI development. They will learn Python libraries such as NumPy, pandas, Matplotlib, and scikit-learn.
Chatbot Development: Participants will learn how to design, develop, and deploy chatbots using platforms like Dialogflow, Rasa, or custom development. They will explore conversational AI techniques and best practices.
Data Analysis Techniques: Participants will master data analysis techniques, including data cleaning, preprocessing, visualization, and interpretation. They will use tools like SQL, Excel, and Tableau for data manipulation and visualization.
Project-Based Learning: Participants will work on hands-on projects throughout the program, applying their skills and knowledge to solve real-world data science challenges. They will build a portfolio of projects to showcase their expertise.
Industry Insights: Participants will benefit from industry insights, guest lectures, and case studies from data science experts and practitioners. They will gain a deep understanding of industry trends, best practices, and career pathways in data science.

The ZICT Data Science Program spans 20 weeks, providing a comprehensive learning experience in AI, ML, Python, Chatbots, and Data Analysis. Typically, participants can expect to dedicate around 10-15 hours per week to coursework, projects, and practical exercises to successfully complete the program.

It's important to note that the duration may vary depending on individual learning pace, prior experience, and the depth of understanding required for each topic. Some participants may complete the program within the specified 20 weeks, while others may take slightly longer based on their learning needs and engagement level.

Overall, the program is designed to offer a balanced and immersive learning experience within a reasonable timeframe, ensuring participants acquire the necessary skills and knowledge to excel in data science and AI roles.

AI/ML Engineer (Begins October)

The AI/ML Engineer program at ZICT is a comprehensive training course designed to equip participants with the knowledge and practical skills needed to excel in artificial intelligence (AI) and machine learning (ML) engineering roles.

Duration

20 Weeks

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Data Science (Begins September)

The ZICT Data Science Program is a 15-week course that covers AI, ML, Python, Chatbots, and Data Analysis. Participants will learn AI fundamentals, master ML algorithms, gain Python programming skills, develop chatbots, analyze data, and work on real-world projects. The course offers industry insights and hands-on learning to prepare participants for data science roles.